Publications (β)

@conference{AQPIM,
title = {AQPIM: Breaking the PIM Capacity Wall for LLMs with In-Memory Activation Quantization},
author = {Kosuke Matsushima and Yasuyuki Okoshi and Masato Motomura and Daichi Fujiki},
year  = {2026},
date = {2026-01-06},
booktitle = {2026 IEEE International Symposium on High-Performance Computer Architecture (HPCA)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {conference}
}

@article{ito_2026_Memory-Efficient,
title = {Memory-Efficient and Trustworthy Neural Networks via Random Seed-Based Design},
author = {Hiroaki Ito and Hikari Otsuka and Ryota Yasudo and Zhiqiang Que and Jose G. F. Coutinho and Daichi Fujiki and Masato Motomura and Ce Guo and Wayne Luk},
year  = {2026},
date = {2026-01-29},
journal = {IEEE Access},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@conference{nokey_35,
title = {The Strong Lottery Ticket Hypothesis for Multi-Head Attention Mechanisms},
author = {Hikari Otsuka and Daiki Chijiwa and Yasuyuki Okoshi and Daichi Fujiki and Susumu Takeuchi and Masato Motomura},
year  = {2026},
date = {2026-01-25},
urldate = {2026-01-25},
booktitle = {The Fortieth AAAI Conference on Artificial Intelligence (AAAI 2026)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {conference}
}

@conference{nokey,
title = {TTF-GNN: Memory-Efficient GNNs via Tensor Train Decomposition and Network Folding},
author = {Hiroaki Ito and Jiale Yan and Kazushi Kawamura and Masato Motomura and Thiem Van Chu and Daichi Fujiki},
year  = {2025},
date = {2025-03-20},
urldate = {2025-03-20},
booktitle = {COOL Chips 28},
address = {Japan},
keywords = {International Conference},
pubstate = {published},
tppubtype = {conference}
}

@workshop{nokey,
title = {Accelerating Decision Forest Training via Node-Level Random Data Sampling},
author = {Tsukasa Yamakura and Kazushi Kawamura and Daichi Fujiki and Masato Motomura and Thiem Van Chu},
year  = {2025},
date = {2025-01-21},
urldate = {2025-01-21},
address = {Asia and South Pacific Design Automation Conference (ASP-DAC), WIP Poster},
keywords = {Awards, Workshop},
pubstate = {published},
tppubtype = {workshop}
}

@article{nokey_33,
title = {Amorphica: A Fully Connected Annealer Supporting Metamorphic Annealing and Scalable Multi Chip Integration},
author = {Okonogi Daiki and Yu Jaehoon and Jimbo Satoru and Inoue Genta and Hyodo Akira and Ando Kota and Hideki Fukushima-Kimura Bruno and Yasudo Ryota and van Chu Thiem and Motomura Masato and Kawamura Kazushi},
year  = {2025},
date = {2025-10-13},
journal = {IEEE Access},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@conference{nokey_31,
title = {Binary Quadratic Quantization: Beyond First-Order Quantization for Real-Valued Matrix Compression},
author = {Kyo Kuroki and Yasuyuki Okoshi and Thiem Van Chu and Kazushi Kawamura and Masato Motomura},
year  = {2025},
date = {2025-12-05},
urldate = {2025-12-05},
booktitle = {39th Annual Conference on Neural Information Processing Systems (NeurIPS 2025)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {conference}
}

@conference{nokey,
title = {BingoGCN: Towards Scalable and Efficient GNN Acceleration with Fine-Grained Partitioning and SLT},
author = {Jiale Yan and Hiroaki Ito and Yuta Nagahara and Kazushi Kawamura and Masato Motomura and Thiem Van Chu and Daichi Fujiki},
year  = {2025},
date = {2025-03-21},
urldate = {2025-03-21},
booktitle = {International Symposium on Computer Architecture (ISCA 2025)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {conference}
}

@conference{nokey_28,
title = {Boltzmann Machine Is Useful for Enhancing Search Performance of Ising Machines},
author = {Satoru Jimbo and Kazushi Kawamura},
year  = {2025},
date = {2025-08-11},
urldate = {2025-08-11},
address = {The Genetic and Evolutionary Computation Conference (GECCO), 2025},
keywords = {International Conference},
pubstate = {published},
tppubtype = {conference}
}

@article{nokey,
title = {DMSA: An Efficient Architecture for Sparse–Sparse Matrix Multiplication Based on Distribute-Merge Product Dataflow},
author = {Yuta Nagahara and Jiale Yan and Kazushi Kawamura and Daichi Fujiki and Masato Motomura and Thiem Van Chu
},
year  = {2025},
date = {2025-04-23},
urldate = {2025-04-23},
journal = {IEEE Transactions on Very Large Scale Integration (VLSI) Systems},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@conference{nokey,
title = {DX100: Programmable Data Access Accelerator for Indirection},
author = {Alireza Khadem and Kamalavasan Kamalakkannan and Zhenyan Zhu and Akash Poptani and Yufeng Gu and Jered Benjamin Dominguez-Trujillo and Nishil Talati and Daichi Fujiki and Scott Mahlke and Galen Shipman and Reetuparna Das
},
year  = {2025},
date = {2025-03-21},
urldate = {2025-03-21},
booktitle = {International Symposium on Computer Architecture (ISCA 2025)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {conference}
}

@conference{nokey,
title = {Multi-Dimensional Vector ISA Extension for Mobile In-Cache Computing},
author = {Alireza Khadem and Daichi Fujiki and Hilbert Chen and Yufeng Gu and Nishil Talati and Scott Mahlke and Reetuparna Das},
year  = {2025},
date = {2025-03-01},
urldate = {2025-03-01},
booktitle = {IEEE International Symposium on High Performance Computer Architecture (HPCA 2025)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {conference}
}

@workshop{nokeyz,
title = {On the Existence of Hidden Subnetworks Within a Randomly Weighted Multi-Head Attention Mechanism},
author = {Hikari Otsuka and Yasuyuki Okoshi and Daichi Fujiki and Susumu Takeuchi and Masato Motomura and Daiki Chijiwa},
year  = {2025},
date = {2025-06-10},
urldate = {2025-06-10},
address = {High-dimensional Learning Dynamics Workshop, ICML},
keywords = {Workshop},
pubstate = {published},
tppubtype = {workshop}
}

@article{nokey,
title = {Partially Frozen Random Networks Contain Compact Strong Lottery Tickets},
author = {Hikari Otsuka and Daiki Chijiwa and {'A}ngel L{'o}pez Garc{'i}a-Arias and Yasuyuki Okoshi and Kazushi Kawamura and Thiem Van Chu and Daichi Fujiki and Susumu Takeuchi and Masato Motomura},
url = {https://openreview.net/forum?id=xpnPYfufhz},
year  = {2025},
date = {2025-02-11},
journal = {Transactions on Machine Learning Research},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@techreport{nokey,
title = {PIM による動的量子化を用いた大規模言語モデル推論の効率化},
author = {松島 康祐 and 大越 康之 and 本村 真人 and 藤木 大地},
year  = {2025},
date = {2025-07-28},
address = {電子情報通信学会コンピュータシステム研究会 (CPSY) , 2025},
keywords = {Domestic Conference},
pubstate = {published},
tppubtype = {techreport}
}

@conference{nokey_32,
title = {Rethinking Optimal Verification Granularity for Compute-Efficient Test-Time Scaling},
author = {Hao Mark Chen and Guanxi Lu and Yasuyuki Okoshi and Zhiwen Mo and Masato Motomura and Hongxiang Fan},
year  = {2025},
date = {2025-12-05},
booktitle = {39th Annual Conference on Neural Information Processing Systems (NeurIPS 2025)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {conference}
}

@article{shark,
title = {SharK: Enabling High-Performance Range Queries in Key-Value Store Through Vlog Resharding},
author = {Naoto Sugiura and Daichi Fujiki},
doi = {10.1109/ACCESS.2025.3638766},
year  = {2025},
date = {2025-01-15},
journal = {IEEE Access},
volume = {13},
pages = {203041-203056},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@article{nokey_34,
title = {TicketLLM: Next-Generation Sparse and Low-bit Transformers with Supermask-based Method},
author = {Yasuyuki Okoshi and Hikari Otsuka and Daichi Fujiki and Masato Motomura},
year  = {2025},
date = {2025-12-15},
journal = {Transactions on Machine Learning Research},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@article{nokey,
title = {Uncovering Strong Lottery Tickets in Graph Transformers: A Path to Memory Efficient and Robust Graph Learning},
author = {Hiroaki Ito and Jiale Yan and Hikari Otsuka and Kazushi Kawamura and Masato Motomura and Thiem Van Chu and Daichi Fujiki},
year  = {2025},
date = {2025-03-22},
urldate = {2025-03-22},
journal = {Transactions on Machine Learning Research},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@workshop{nokey_27,
title = {Unlocking the Potential of Extremely Low-Bit Sparse Transformers through Adaptive Multi-bit Supermasks and Random Weights},
author = {Yasuyuki Okoshi and Hikari Otsuka and Junnosuke Suzuki and Daichi Fujiki and Masato Motomura},
year  = {2025},
date = {2025-06-10},
urldate = {2025-06-10},
address = {TTODLer-FM Workshop, ICML},
keywords = {Workshop},
pubstate = {published},
tppubtype = {workshop}
}

@article{nokey,
title = {WhiteDwarf: A Holistic Co-Design Approach to Ultra-Compact Neural Inference Acceleration},
author = {Ángel López García-Arias and Yasuyuki Okoshi and Jaehoon Yu and Junnnosuke Suzuki and Hikari Otsuka and Kazushi Kawamura and Thiem Van Chu and Daichi Fujiki and Masato Motomura
},
year  = {2025},
date = {2025-03-12},
journal = {IEEE Access},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@misc{nokey,
title = {キオクシア奨励研究優秀研究賞},
author = {藤木大地},
year  = {2025},
date = {2025-07-01},
keywords = {Awards},
pubstate = {published},
tppubtype = {presentation}
}

@techreport{nokey,
title = {グラフトランスフォーマーにおける強い宝くじの発見},
author = {伊藤宏朗 and 嚴佳樂 and 大塚光莉 and 川村一志 and 本村真人 and ティエムヴァンチュ and 藤木大地},
year  = {2025},
date = {2025-03-19},
urldate = {2025-03-19},
address = {第56回 IBISML研究会},
keywords = {Domestic Conference},
pubstate = {published},
tppubtype = {techreport}
}

@misc{nokey,
title = {令和7年度 文部科学大臣表彰 科学技術賞 (開発部門) 「動的再構成プロセッサ技術とAI処理プロセッサの開発」},
author = {本村真人},
year  = {2025},
date = {2025-04-15},
urldate = {2025-04-15},
keywords = {Awards},
pubstate = {published},
tppubtype = {presentation}
}

@misc{ieice-sentan-seminar-20240801,
title = {[Invited] AIチップ開発の最先端},
author = {本村 真人},
year  = {2024},
date = {2024-08-01},
urldate = {2024-08-01},
address = {電子情報通信学会先端セミナー},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{talk-honkong-20240723,
title = {[Invited] Algorithm-Architecture Centric Approach Towards Energy Efficient AI Hardware},
author = {Masato Motomura},
year  = {2024},
date = {2024-07-23},
urldate = {2024-07-23},
address = {Hong Kong University of Science and Technology Seminar},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{mpsoc-20240710,
title = {[Invited] Algorithm-Architecture Centric Approach Towards Energy Efficient AI Hardware},
author = {Masato Motomura},
year  = {2024},
date = {2024-07-10},
urldate = {2024-07-10},
address = {MPSoC},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{jpuk-20240321,
title = {[Invited] Algorithm-Architecture Centric Approach Towards Low Power AI Hardware},
author = {Masato Motomura},
year  = {2024},
date = {2024-03-21},
address = {Japan-UK Joint Funding Opportunity in Semiconductor Research Webinar},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{raw-20240529,
title = {[Invited] Reconfigurable AI Processing for Embedded Systems},
author = {Masato Motomura},
year  = {2024},
date = {2024-05-29},
address = {Reconfigurable Architecture Workshop (RAW)},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{nokey,
title = {[Invited] Towards Multi-Layer Processing-in-Memory Systems for General Applications},
author = {Daichi Fujiki},
year  = {2024},
date = {2024-11-21},
urldate = {2024-11-21},
address = {Rising Star Express (RiSE) Forum at IEEE Asian Solid-State Circuits Conference (A-SSCC) 2024},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{vlsi-20240618,
title = {[Invited] Will AI Bite the Industry That Feeds It?},
author = {Masato Motomura},
year  = {2024},
date = {2024-06-18},
urldate = {2024-06-18},
address = {Evening Panel Moderation, Symposium on VLSI Technology and Circuits},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{talk-edge-ai-20240605,
title = {[Invited] エッジ知能の実現に向けたAIコンピューティングの展望},
author = {本村 真人},
year  = {2024},
date = {2024-06-05},
address = {エッジAIイニシアティブ},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{award-pmru-otsuka-2023,
title = {[PMRU研究奨励賞] 強い宝くじ仮説に基づく超軽量物体検出ニューラルネットワーク},
author = {大塚 光莉},
year  = {2024},
date = {2024-05-16},
address = {電子情報通信学会 パターン認識・メディア理解研究会（PMRU研究会） 令和五年（2023）年度PRMU研究奨励賞},
keywords = {Awards},
pubstate = {published},
tppubtype = {presentation}
}

@mastersthesis{award-ict-nagahara-2024,
title = {[優秀学生賞] 負荷均等配分を目指した高並列疎行列積アーキテクチャの研究},
author = {永原 雄大},
year  = {2024},
date = {2024-03-26},
urldate = {2024-03-26},
address = {東京工業大学 工学院 情報通信系 優秀学生賞（修士）},
keywords = {Awards},
pubstate = {published},
tppubtype = {mastersthesis}
}

@misc{kichoukouen-20240822,
title = {[基調講演] 組み込み市場を変革するエッジAIの今後の展開},
author = {本村 真人},
year  = {2024},
date = {2024-08-22},
urldate = {2024-08-22},
address = {日刊工業新聞社ウェビナー},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{nokey,
title = {[記念講演] MVC: Enabling Fully Coherent Multi-Data-Views through the Memory Hierarchy with Processing in Memory},
author = {Daichi Fujiki},
year  = {2024},
date = {2024-09-04},
urldate = {2024-09-04},
address = {FIT Top Conference Session 2024},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{nagahara-vld-202402,
title = {[記念講演] 分散マージ乗算手法に基づく疎行列疎行列積アクセラレータ},
author = {永原 雄大 and Jiale Yan and 川村 一志 and 本村真人 and Thiem Van Chu},
year  = {2024},
date = {2024-09-04},
urldate = {2024-02-29},
address = {電子情報通信学会 VLSI設計技術（VLD）研究会 Excellent Student Author Award for ASP-DAC 2024},
keywords = {Awards, Domestic Conference, Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@techreport{nokey,
title = {2スピン同時フリップの並列試行により高効率な解探索を行うアニーリングプロセッサ},
author = {兵藤旭 and 神保聡 and 小此木大輝 and 井上源太 and Thiem Van Chu and 本村真人 and 川村一志},
year  = {2024},
date = {2024-11-12},
urldate = {2024-11-12},
address = {デザインガイア},
keywords = {Domestic Conference},
pubstate = {published},
tppubtype = {techreport}
}

@article{ieee-access-jimbo-2024,
title = {A GPU-Based Ising Machine With a Multi-Spin-Flip Capability for Constrained Combinatorial Optimization},
author = {Satoru Jimbo and Tatsuhiko Shirai and Nozomu Togawa and Masato Motomura and Kazushi Kawamura},
year  = {2024},
date = {2024-03-21},
journal = {IEEE Access},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@workshop{nokey,
title = {A Parallel-trial Double-update Annealing Algorithm for Enabling Highly-effective State Transition on Annealing Processors},
author = {Akira Hyodo and Satoru Jimbo and Daiki Okonogi and Genta Inoue and Thiem Chua and Masato Motomura and Kazushi Kawamura},
url = { https://61dac.conference-program.com/presentation/?id=RESEARCH417&sess=sess236},
year  = {2024},
date = {2024-06-25},
urldate = {2024-06-25},
howpublished = {Design Automation Conference (DAC) 2024},
keywords = {Workshop},
pubstate = {published},
tppubtype = {workshop}
}

@inproceedings{icce-2024-02,
title = {An Accurate FPGA-Based ORB Feature Extractor for SLAM with Row-Wise Keypoint Selection},
author = {Yuki Ichikawa and Akihiro Shioda and Kazushi Kawamura and Thiem Van Chu and Masato Motomura},
year  = {2024},
date = {2024-01-05},
booktitle = {International Conference on Consumer Electronics (ICCE)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{kuroki-gecco-2024,
title = {Classical Thermodynamics-based Parallel Annealing Algorithm for High-speed and Robust Combinatorial Optimization},
author = {Kyo Kuroki and Satoru Jimbo and Thiem Van Chu and Masato Motomura and Kazushi Kawamura},
year  = {2024},
date = {2024-07-14},
booktitle = {The Genetic and Evolutionary Computation Conference (GECCO)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@misc{nokey,
title = {Data centric computing and machine learning},
author = {Daichi Fujiki},
year  = {2024},
date = {2024-03-08},
urldate = {2024-03-08},
howpublished = {Forest Workshop 2024},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@inproceedings{yan2024efficientcodesign,
  title     = {Efficient Co-Design of Hardware and Algorithms for SLT-based Graph Neural Networks},
  author    = {Jiale Yan and Hiroaki Ito and Kazushi Kawamura and Thiem Van Chu and Daichi Fujiki and Masato Motomura},
  booktitle = {6th R-CCS International Symposium},
  address   = {Kobe, Japan},
  month     = jan,
  year      = {2024}
}

@inproceedings{icce-2024-01,
title = {Efficient COO to CSR Conversion for Accelerating Sparse Matrix Processing on FPGA},
author = {Yuta Nagahara and Jiale Yan and Kazushi Kawamura and Masato Motomura and Thiem Van Chu},
year  = {2024},
date = {2024-01-05},
booktitle = {International Conference on Consumer Electronics (ICCE)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@article{nokey,
title = {Efficient Stereo Visual Odometry on FPGA Featuring On-Chip Map Management and Pipelined Descriptor-Based Block Matching},
author = {Yuki Ichikawa and Kazushi Kawamura and Masato Motomura and Thiem Van Chu },
year  = {2024},
date = {2024-09-23},
urldate = {2024-09-23},
journal = {IEEE Access},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@inproceedings{yamakura-ijcnn-2024,
title = {ETreeNet: Ensemble Model Fusing Decision Trees and Neural Networks for Small Tabular Data},
author = {Tsukasa Yamakura and Kazushi Kawamura and Masato Motomura and Thiem Van Chu},
year  = {2024},
date = {2024-06-30},
booktitle = {International Joint Conference on Neural Networks (IJCNN)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@conference{nokey,
title = {Exploiting N: M Sparsity in Quantized-Folded ResNets: Signed Multicoat Supermasks and Iterative Pruning-Quantization},
author = {Akihiro Shioda and Ángel López García-Arias and Hikari Otsuka and Yuki Ichikawa and Yasuyuki Okoshi and Kazushi Kawamura and Thiem Van Chu and Daichi Fujiki and Masato Motomura},
url = {https://ieeexplore.ieee.org/abstract/document/10818255},
year  = {2024},
date = {2024-12-03},
urldate = {2024-12-03},
booktitle = {2024 Twelfth International Symposium on Computing and Networking (CANDAR)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {conference}
}

@inproceedings{icce-2024-04,
title = {Exploration of Hyperdimensional Computing Using Locality-Sensitive Hashing Mechanism on FPGA},
author = {Masato Watanabe and Shungo Kumazawa and Thiem Van Chu and Kazushi Kawamura and Jaehoon Yu and Masato Motomura},
year  = {2024},
date = {2024-01-05},
booktitle = {International Conference on Consumer Electronics (ICCE)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@workshop{nokey,
title = {GPB: An Efficient GBDT Training Method with Tree-Level　Parallelism Using Binary Feature Decomposition},
author = {Tsukasa Yamakura and Kazushi Kawamura and Daichi Fujiki and Masato Motomura and Thiem Van Chu},
year  = {2024},
date = {2024-11-03},
urldate = {2024-11-03},
address = {IEEE/ACM International Symposium on Microarchitecture (MICRO), Student Research Competition},
keywords = {Workshop},
pubstate = {published},
tppubtype = {workshop}
}

@inproceedings{icce-2024-03,
title = {High Throughput Datapath Design for Vision Permutator FPGA Accelerator},
author = {Mari Yasunaga and Junnosuke Suzuki and Masato Watanabe and Kazushi Kawamura and Thiem Van Chu and Masato Motomura},
year  = {2024},
date = {2024-01-05},
urldate = {2024-01-05},
booktitle = {International Conference on Consumer Electronics (ICCE)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{ito2024memoryefficient,
  title     = {Memory-efficient Methods for Graph Transformer Using Strong Lottery Tickets Hypothesis},
  author    = {Hiroaki Ito and Jiale Yan and Kazushi Kawamura and Thiem Van Chu and Daichi Fujiki and Masato Motomura},
  booktitle = {6th R-CCS International Symposium},
  address   = {Kobe, Japan},
  month     = jan,
  year      = {2024}
}

@proceedings{asp-dac_2024_dfujiki,
title = {OSA-HCIM: On-The-Fly Saliency-Aware Hybrid SRAM CIM with Dynamic Precision Configuration},
author = {YC Chen, S Ando, D Fujiki, S Takamaeda-Yamazaki, K Yoshioka},
year  = {2024},
date = {2024-01-25},
urldate = {2024-01-25},
howpublished = {2024 29th Asia and South Pacific Design Automation Conference (ASP-DAC), pp. 539-544},
keywords = {International Conference},
pubstate = {published},
tppubtype = {proceedings}
}

@workshop{neurips_2024_otuska,
title = {Partially Frozen Random Networks Contain Compact Strong Lottery Tickets},
author = {Hikari Otsuka and Daiki Chijiwa and {'A}ngel L{'o}pez Garc{'i}a-Arias and Yasuyuki Okoshi and Kazushi Kawamura and Thiem Van Chu and Daichi Fujiki and Susumu Takeuchi and Masato Motomura},
url = {https://openreview.net/forum?id=xfE4Dk3X6c},
year  = {2024},
date = {2024-12-25},
urldate = {2024-12-25},
address = {Workshop on Machine Learning and Compression, NeurIPS},
keywords = {Workshop},
pubstate = {published},
tppubtype = {workshop}
}

@inproceedings{suzuki-aicas-2024,
title = {Progressive Variable Precision DNN with Bitwise Ternary Accumulation},
author = {Junnosuke Suzuki and Mari Yasunaga and Kazushi Kawamura and Thiem Van Chu and Masato Motomura},
year  = {2024},
date = {2024-04-23},
booktitle = {International Conference on Artificial Intelligence Circuits and Systems (AICAS)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{otsuka-sasimi-2024,
title = {Ramanujan Edge-Popup: Finding Strong Lottery Tickets with Ramanujan Graph Properties for Efficient DNN Inference Execution},
author = {Hikari Otsuka and Yasuyuki Okoshi and Ángel López García-Arias and Kazushi Kawamura and Thiem Van Chu and Masato Motomura},
year  = {2024},
date = {2024-03-12},
booktitle = {Workshop on Synthesis And System Integration of Mixed Information Technologies (SASIMI)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@article{otsuka-tmlr-202405,
title = {Restricted Random Pruning at Initialization for High Compression Range},
author = {Hikari Otsuka and Yasuyuki Okoshi and Ángel López García-Arias and Kazushi Kawamura and Thiem Van Chu and Daichi Fujiki and Masato Motomura},
year  = {2024},
date = {2024-05-01},
journal = {Transactions on Machine Learning Research (TMLR)},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@inproceedings{asp-dac-2024,
title = {Sparse-Sparse Matrix Multiplication Accelerator on FPGA featuring Distribute-Merge Product Dataflow},
author = {Yuta Nagahara and Jiale Yan and Kazushi Kawamura and Masato Motomura and Thiem Van Chu},
year  = {2024},
date = {2024-01-25},
booktitle = {Asia and South Pacific Design Automation Conference (ASP-DAC)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@conference{nokey,
title = {The Case for Coherence Directories in Memory Cubes},
author = {Yuki Kameyama and Naoya Niwa and Daichi Fujiki and Hiroki Matsutani and Michihiro Koibuchi and Hideharu Amano},
year  = {2024},
date = {2024-12-12},
urldate = {2024-12-12},
booktitle = {2024 17th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC-2024)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {conference}
}

@workshop{neurips_2024_lopezb,
title = {The Trichromatic Strong Lottery Ticket Hypothesis: Neural Compression With Three Primary Supermasks},
author = {Ángel López García-Arias and Yasuyuki Okoshi and Hikari Otsuka and Daiki Chijiwa and Yasuhiro Fujiwara and Susumu Takeuchi and Masato Motomura},
url = {https://openreview.net/forum?id=CfI2KfPb4C},
year  = {2024},
date = {2024-12-19},
urldate = {2024-12-19},
address = {Workshop on Machine Learning and Compression, NeurIPS},
keywords = {Awards, Workshop},
pubstate = {published},
tppubtype = {workshop}
}

@article{ieee-access-kumazawa-2024,
title = {Toward Improving Ensemble-Based Collaborative Inference at the Edge},
author = {Shungo Kumazawa and Jaehoon Yu and Kazushi Kawamura and Thiem Van Chu and Masato Motomura},
year  = {2024},
date = {2024-01-08},
urldate = {2024-01-08},
journal = {IEEE Access},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@conference{nokey,
title = {WhiteDwarf: 12.24 TFLOPS/W 40 nm Versatile Neural Inference Engine for Ultra-Compact Execution of CNNs and MLPs Through Triple Unstructured Sparsity Exploitation and Triple Model Compression},
author = {Yasuyuki Okoshi and Ángel López García-Arias and Jaehoon Yu and Junnnosuke Suzuki and Hikari Otsuka and Thiem Van Chu and Kazushi Kawamura and Daichi Fujiki and Masato Motomura
},
url = {https://ieeexplore.ieee.org/document/10849314
},
year  = {2024},
date = {2024-11-18},
urldate = {2024-11-18},
booktitle = {2024 IEEE Asian Solid-State Circuits Conference (A-SSCC)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {conference}
}

@techreport{nokey,
title = {パイプライン処理と画像特徴の転用によるSLAMアクセラレータの効率化},
author = {市川雄樹 and 川村一志 and 本村 真人 and ティエムヴァンチュ},
year  = {2024},
date = {2024-09-13},
urldate = {2024-09-13},
address = {電子情報通信学会ソサイエティ大会},
keywords = {Domestic Conference},
pubstate = {published},
tppubtype = {techreport}
}

@techreport{kuroki-qsken-202403,
title = {平均場アニーリングに基づく高性能全並列型アニーリングアルゴリズム},
author = {黒木 響 and 神保 聡 and Thiem Van Chu and 本村 真人 and 川村 一志},
year  = {2024},
date = {2024-03-28},
address = {第11回量子ソフトウェア研究会},
keywords = {Domestic Conference},
pubstate = {published},
tppubtype = {techreport}
}

@techreport{nokey,
title = {農機シェアリング問題を対象としたスケーラブルなイジングモデル定式化手法},
author = {小此木大輝 and 神保聡 and Thiem Van Chu and 本村真人 and 川村 一志},
year  = {2024},
date = {2024-06-24},
urldate = {2024-06-24},
address = {第12回量子ソフトウェア研究発表会},
keywords = {Domestic Conference},
pubstate = {published},
tppubtype = {techreport}
}

@inproceedings{iiswc-2023,
title = {[Best Paper Nomination] Vector-Processing for Mobile Devices: Benchmark and Analysis},
author = {Alireza Khadem and Daichi Fujiki and Nishil Talati and Scott A. Mahlke and Reetuparna Das},
year  = {2023},
date = {2023-10-02},
booktitle = {IEEE International Symposium on Workload Characterization},
keywords = {Awards, International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{jiale-coolchips2023,
title = {[Best Poster Award] Optimized Deep MLP for Tensor Train-based Inference Engine},
author = {Jiale Yan and Masato Motomura},
year  = {2023},
date = {2023-04-21},
urldate = {2023-04-21},
booktitle = {IEEE Symposium on Low-Power and High-Speed Chips and Systems (COOL Chips)},
keywords = {Awards, International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@misc{fpt2023,
title = {[Invited - Keynote] The Future of Low-bitwidth Reconfigurable and Parallel AI Computing},
author = {Masato Motomura},
year  = {2023},
date = {2023-12-12},
address = {International Conference on Field-Programmable Technology (FPT)},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{samsung-ai-forum-2023,
title = {[Invited] AI Computing - Tackling the Explosions of Data to Process and Decisions to Make},
author = {Masato Motomura},
year  = {2023},
date = {2023-11-07},
address = {Samsung AI Forum},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{nedo-ai-edge-2023,
title = {[Invited] AIエッジの今後を展望する},
author = {本村 真人},
year  = {2023},
date = {2023-07-27},
address = {NEDO AIエッジ事業報告会},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{suzuki-VLSI2023-invited,
title = {[Invited] Pianissimo: A Sub-mW Class DNN Accelerator with Progressive Bit-by-Bit Datapath Architecture for Adaptive Inference at Edge},
author = {鈴木 淳之介 and 安永 真梨 and Ángel López García-Arias and 大越 康之 and 熊澤 峻悟 and 安藤 洸太 and 川村 一志 and Thiem Van Chu and 本村 真人},
year  = {2023},
date = {2023-07-25},
urldate = {2023-07-25},
howpublished = {Symposia on VLSI Technology/Circuits 国内報告会},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{ite-its-2023,
title = {[Invited] エッジ知能の実現に向けた低ビット幅表現・並列処理AIエンジン群の研究},
author = {本村 真人},
year  = {2023},
date = {2023-08-01},
address = {ITE-ITS研究会},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{handoutai-sangyou-2023,
title = {[Invited] 動的再構成プロセッサの研究開発と事業化 及びAI分野への展開},
author = {本村 真人},
year  = {2023},
date = {2023-08-07},
address = {半導体産業人協会},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{kawamura-FIT2023-topconf,
title = {[Invited] 問題に応じて計算手法を選択・最適化するアニーリングプロセッサLSI「Amorphica」},
author = {川村 一志},
year  = {2023},
date = {2023-09-08},
urldate = {2023-09-08},
address = {第22回情報科学技術フォーラム（FIT 2023）},
note = {トップコンファレンス6-2 ハードウェア},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{kawamura-FIT2023-event,
title = {[Invited] 学習/数理モデルに基づく時空間展開型アーキテクチャの創出と応用プロジェクトの社会実装},
author = {川村 一志},
year  = {2023},
date = {2023-09-08},
urldate = {2023-09-08},
address = {第22回情報科学技術フォーラム（FIT 2023）},
note = {イベント企画 Society 5.0社会のためのコンピューティング技術をどう生かすか？},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{kaken-gakujutsu-2023,
title = {[Invited] 超高次元分散ベクトル表現を基軸とする 融合型AIコンピューティング基盤の開拓},
author = {本村 真人},
year  = {2023},
date = {2023-10-24},
urldate = {2023-10-24},
address = {科研費学術変革AFSA領域集会},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{jst-alcanext-2023,
title = {[Invited] 非フォンノイマン・デジタル コンピューティングの研究動向},
author = {本村 真人},
year  = {2023},
date = {2023-05-15},
address = {JST ALCAnextワークショップ},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{motomura-ISMVL-2023,
title = {[Keynote] Tackling the Explosions of Data and Solutions with Low-Bitwidth Computing Architectures},
author = {Masato Motomura},
year  = {2023},
date = {2023-05-22},
urldate = {2023-05-22},
address = {IEEE International Symposium on Multiple-Valued Logic (ISMVL)},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@techreport{inoue-lsi-systems-2023,
title = {[優秀ポスター賞-学生部門] アニーリングプロセッサにおける解探索効率化のための動的温度制御法の検討},
author = {井上 源太 and 小此木 大輝 and Thiem Van Chu and 劉 載勲 and 本村 真人 and 川村 一志},
year  = {2023},
date = {2023-05-10},
urldate = {2023-05-10},
address = {LSIとシステムのワークショップ},
keywords = {Awards, Domestic Conference},
pubstate = {published},
tppubtype = {techreport}
}

@misc{award-ict-otsuka-2023,
title = {[優秀構想発表賞] ニューラルネットワークの学習コスト削減に向けた学習前刈込・強い宝くじ仮説の研究},
author = {大塚 光莉},
year  = {2023},
date = {2023-11-30},
address = {東京工業大学 情報通信コース 構想発表会},
keywords = {Awards},
pubstate = {published},
tppubtype = {presentation}
}

@techreport{suzuki-SWoPP2023,
title = {[研究会優秀講演賞-若手部門] Pianissimo: エッジでの適応的な推論を実現するサブmWクラスDNNアクセラレータ},
author = {鈴木 淳之介 and 安永 真梨 and Ángel López García-Arias and 大越 康之 and 熊澤 峻悟 and 安藤 洸太 and 川村 一志 and Thiem Van Chu and 本村 真人},
year  = {2023},
date = {2023-08-04},
urldate = {2023-08-04},
issue = {並列／分散／協調処理に関するサマー・ワークショップ (SWoPP)},
address = {電子情報通信学会 リコンフィギャラブルシステム研究会 (RECONF)},
keywords = {Awards, Domestic Conference},
pubstate = {published},
tppubtype = {techreport}
}

@article{ieice-d-2023-okonogi,
title = {A Fully-Parallel Annealing Algorithm with Autonomous Pinning Effect Control for Various Combinatorial Optimization Problems},
author = {Daiki Okonogi and Satoru Jimbo and Kota Ando and Thiem Van Chu and Jaehoon Yu and Masato Motomura and Kazushi Kawamura},
year  = {2023},
date = {2023-12-01},
journal = {IEICE Transactions on Information and Systems},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@inproceedings{mcsoc-2023-yasunaga,
title = {A Highly Accurate and Parallel Vision MLP FPGA Accelerator based on FP7/8 SIMD Operations},
author = {Mari Yasunaga and Junnosuke Suzuki and Masato Watanabe and Kazushi Kawamura and Thiem Van Chu and Jaehoon Yu and Masato Motomura},
year  = {2023},
date = {2023-12-18},
booktitle = {International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{amorphica-isscc2023,
title = {Amorphica: 4-Replica 512 Fully Connected Spin 336MHz Metamorphic Annealer with Programmable Optimization Strategy and Compressed-Spin-Transfer Multi-Chip Extension},
author = {Kazushi Kawamura and Jaehoon Yu and Daiki Okonogi and Satoru Jimbo and Genta Inoue and Akira Hyodo and Ángel López García-Arias and Kota Ando and Bruno Hideki Fukushima-Kimura and Ryota Yasudo and Thiem Van Chu and Masato Motomura
},
year  = {2023},
date = {2023-02-19},
urldate = {2023-02-19},
booktitle = {International Solid-State Circuits Conference (ISSCC)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{fccm-2023-thiem,
title = {Decision Forest Training Accelerator Based on Binary Feature Decomposition},
author = {Thiem Van Chu and Yu Mizutani and Yuta Nagahara and Shungo Kumazawa and Kazushi Kawamura and Jaehoon Yu and Masato Motomura},
year  = {2023},
date = {2023-05-09},
booktitle = {International Symposium on Field-Programmable Custom Computing Machines (FCCM)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{inoue-coolchips2023,
title = {Flexibly Controllable Dynamic Cooling Methods for Solid-State Annealing Processors to Improve Combinatorial Optimization Performance},
author = {Genta Inoue and Daiki Okonogi and Thiem Van Chu and Jaehoon Yu and Masato Motomura and Kazushi Kawamura},
year  = {2023},
date = {2023-04-21},
urldate = {2023-04-21},
booktitle = {IEEE Symposium on Low-Power and High-Speed Chips and Systems, COOL Chips 26},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@techreport{yasunaga-sig-fpai,
title = {FP8 SIMD演算に基づく高精度・高並列なFPGA向けNNアクセラレータ},
author = {安永 真梨 and 鈴木 淳之介 and 川村 一志 and Thiem Van Chu and 本村 真人 and 劉 載勲},
year  = {2023},
date = {2023-01-20},
urldate = {2023-01-20},
address = {人工知能学会研究会資料 人工知能基本問題研究会 (SIG-FPAI)},
keywords = {Domestic Conference},
pubstate = {published},
tppubtype = {techreport}
}

@article{bruno-journal-2023-2,
title = {Mixing time and simulated annealing for the stochastic cellular automata},
author = {Bruno Hideki Fukushima-Kimura and Satoshi Handa and Katsuhiro Kamakura and Yoshinori Kamijima and Kazushi Kawamura and Akira Sakai},
doi = {10.1007/s10955-023-03090-x},
year  = {2023},
date = {2023-12-01},
journal = {Journal of Statistical Physics},
volume = {190},
number = {79},
pages = {1-20},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@misc{yan2023multicoatedfoldedgraphneural,
      title={Multicoated and Folded Graph Neural Networks with Strong Lottery Tickets}, 
      author={Jiale Yan and Hiroaki Ito and Ángel López García-Arias and Yasuyuki Okoshi and Hikari Otsuka and Kazushi Kawamura and Thiem Van Chu and Masato Motomura},
      year={2023},
      eprint={2312.03236},
      archivePrefix={arXiv},
      primaryClass={cs.LG},
      url={https://arxiv.org/abs/2312.03236}, 
}

@conference{nokey,
title = {MVC: Enabling Fully Coherent Multi-Data-Views through the Memory Hierarchy with Processing in Memory},
author = {Daichi Fujiki},
year  = {2023},
date = {2023-12-08},
urldate = {2023-12-08},
booktitle = {Proceedings of the 56th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO 2023)
},
keywords = {International Conference},
pubstate = {published},
tppubtype = {conference}
}

@conference{suzuki-vssympo-2023,
title = {Pianissimo: A Sub-mW Class DNN Accelerator with Progressive Bit-by-Bit Datapath Architecture for Adaptive Inference at Edge},
author = {Junnosuke Suzuki and Jaehoon Yu and Mari Yasunaga and Ángel López García-Arias and Yasuyuki Okoshi and Shungo Kumazawa and Kota Ando and Kazushi Kawamura and Thiem Van Chu and Masato Motomura},
year  = {2023},
date = {2023-06-14},
booktitle = {Symposium on VLSI Technology and Circuits, 2023},
keywords = {International Conference},
pubstate = {published},
tppubtype = {conference}
}

@article{ieee-access-pianissimo,
title = {Pianissimo: A Sub-mW Class DNN Accelerator With Progressively Adjustable Bit-Precision},
author = {Junnosuke Suzuki and Jaehoon Yu and Mari Yasunaga and Ángel López García-Arias and Yasuyuki Okoshi and Shungo Kumazawa and Kota Ando and Kazushi Kawamura and Thiem Van Chu and Masato Motomura},
year  = {2023},
date = {2023-12-26},
journal = {IEEE Access},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@article{lopez-ieeeaccess2023,
title = {Recurrent Residual Networks Contain Stronger Lottery Tickets},
author = {Ángel López García-Arias and Yasuyuki Okoshi and Masanori Hashimoto and Masato Motomura and Jaehoon Yu},
doi = {10.1109/ACCESS.2023.3245808},
year  = {2023},
date = {2023-02-15},
urldate = {2023-02-15},
journal = {IEEE Access},
volume = {11},
pages = {16588-16604},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@article{bruno-journal-2023-1,
title = {Stochastic optimization: Glauber dynamics versus stochastic cellular automata},
author = {Bruno Hideki Fukushima-Kimura and Yoshinori Kamijima and Kazushi Kawamura and Akira Sakai},
doi = {10.5687/iscie.36.9},
year  = {2023},
date = {2023-12-01},
journal = {Transactions of the Institute of Systems, Control and Information Engineers},
volume = {36},
number = {1},
pages = {9-16},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@article{jiale-ieeeaccess-2023,
title = {TT-MLP: Tensor Train Decomposition on Deep MLPs},
author = {Jiale Yan and Kota Ando and Jaehoon Yu and Masato Motomura},
doi = {10.1109/ACCESS.2023.3240784},
year  = {2023},
date = {2023-01-30},
urldate = {2023-01-30},
journal = {IEEE Access},
volume = {11},
pages = {10398-10411},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@techreport{shioda-sig-fpai,
title = {同変性ネットワークに基づく自律走行向け強化学習手法},
author = {塩田 晃弘 and 市川 雄樹 and 川村 一志 and Thiem Van Chu and 本村 真人 and 劉 載勲},
year  = {2023},
date = {2023-01-20},
urldate = {2023-01-20},
address = {人工知能学会研究会資料 人工知能基本問題研究会 (SIG-FPAI)},
keywords = {Domestic Conference},
pubstate = {published},
tppubtype = {techreport}
}

@techreport{otsuka-PRMU-2023,
title = {強い宝くじ仮説に基づく超軽量物体検出ニューラルネットワーク},
author = {大塚 光莉 and 大越 康之 and Ángel López García-Arias and 川村 一志 and Thiem Van Chu and 劉載勲 and 本村 真人},
year  = {2023},
date = {2023-05-19},
urldate = {2023-05-19},
address = {パターン認識・メディア理解研究会 (PRMU)  },
keywords = {Domestic Conference},
pubstate = {published},
tppubtype = {techreport}
}

@techreport{yamakura_ibisml2023,
title = {表形式データを対象とした決定木とニューラルネットワークの融合型機械学習手法の研究},
author = {山倉 司 and 川村 一志 and 本村 真人 and Thiem Van Chu},
year  = {2023},
date = {2023-06-29},
urldate = {2023-06-29},
issue = {情報論的学習理論と機械学習研究会（IBISML）},
address = {情報論的学習理論と機械学習研究会（IBISML）},
keywords = {Domestic Conference},
pubstate = {published},
tppubtype = {techreport}
}

@misc{motomura-nstc-jst-202212,
title = {[Invited] AI Algorithm Innovation Calls for Innovative AI Accelerator Designs},
author = {Masato Motomura},
year  = {2022},
date = {2022-12-19},
address = {NSTC-JST (Taiwan-Japan) Joint Workshop, Tainan, Taiwan},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{motomura-sansouken2022,
title = {[Invited] AI－コンピューティング－集積回路:技術変革のうねりとその未来},
author = {本村 真人},
year  = {2022},
date = {2022-07-01},
address = {第2回産総研次世代コンピューティング基盤開発拠点シンポジウム（バーチャル開催）},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{motomura-toronto2022,
title = {[Invited] Exploring AI Computing Architectures Toward Future SoC},
author = {Masato Motomura},
year  = {2022},
date = {2022-07-22},
address = {EECS Seminar, University of Toronto, Toronto, Canada},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{yu-ssdm2022,
title = {[Invited] Hiddenite: CNN Inference Accelerator for Randomly Weighted Neural Networks},
author = {Jaehoon Yu},
year  = {2022},
date = {2022-09-28},
address = {International Conference on Solid State Devices and Materials (SSDM)},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{hirose-fit2022,
title = {[Invited] Hiddenite: オンチップモデル構築を用いる隠れニューラルネットワーク理論の推論テンソルエンジン},
author = {廣瀨 一俊},
year  = {2022},
date = {2022-09-15},
address = {第21回情報科学技術フォーラム（FIT2022） トップコンファレンス7-1　リコンフィギャラブルシステム},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{motomura-ai-chip-202201,
title = {[Invited] HotChips2021にみる機械学習アクセラレータの動向：東工大DNN推論アクセラレータの発表内容紹介，及びその他の同分野発表サマリ},
author = {本村 真人},
year  = {2022},
date = {2022-01-28},
address = {第31回AIチップ設計拠点フォーラム},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{motomura-panasonic-202212,
title = {[Invited] エッジAIの現状と展望: アルゴリズムと ハードウェアの協創の観点から},
author = {本村 真人},
year  = {2022},
date = {2022-12-01},
address = {パナソニックシンポジウム，門真市},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{ipsj-yu-202203,
title = {[Invited] データ再利用性を考慮した高効率CNN推論アーキテクチャ},
author = {劉 載勲},
year  = {2022},
date = {2022-03-04},
address = {情報処理学会第84回全国大会},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{motomura-yamazaki-teiichi,
title = {[Invited] 動的再構成プロセッサの研究開発と事業化 及びAI分野への展開},
author = {本村 真人},
year  = {2022},
date = {2022-11-30},
urldate = {2022-11-30},
address = {山崎貞一賞受賞式典，日本学士院},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{motomura-utokyo-202211,
title = {[Invited] 学習/数理モデルに基づく時空間展開型アーキテクチャ},
author = {本村 真人},
year  = {2022},
date = {2022-11-14},
address = {東京大学情報理工学系セミナー},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{motomura-crest2022,
title = {[Invited] 学習/数理モデルに基づく時空間展開型アーキテクチャの創出と応用},
author = {本村 真人},
year  = {2022},
date = {2022-09-11},
address = {CRESTコンピューティング基盤公開シンポジウム，JST本部，東京},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{motomura-ichikawa-award,
title = {[Invited] 構造型情報処理に関する先駆的研究とそのAI情報処理への展開},
author = {本村 真人},
year  = {2022},
date = {2022-08-19},
address = {市村賞受賞記念フォーラム，ホテルメトロポリタン仙台，仙台},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{yu-kws35,
title = {[Invited] 構造型情報処理基盤の確立を目指して},
author = {劉 載勲},
year  = {2022},
date = {2022-08-19},
address = {第35回 回路とシステムワークショップ},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{thiem-fit2022,
title = {[Invited] 特徴空間事前分割型決定森推論アクセラレータ},
author = {Thiem Van Chu},
year  = {2022},
date = {2022-09-15},
address = {第21回情報科学技術フォーラム（FIT2022） トップコンファレンス7-1　リコンフィギャラブルシステム},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{ipsj-motomura-202203,
title = {[Invited] 知能コンピューティングを加速するアーキテクチャ基盤技術},
author = {本村 真人},
year  = {2022},
date = {2022-03-04},
address = {情報処理学会第84回全国大会},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{motomura-icd2022,
title = {[Invited] 隠れネットワーク理論に基づく新たなDNN推論エンジンチップ(Hiddenite)の紹介},
author = {本村 真人},
year  = {2022},
date = {2022-08-10},
address = {集積回路研究会（バーチャル開催）},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{motomura-mpsoc2022,
title = {[Keynote] Exploring AI Computing Architectures Toward Future SoC},
author = {Masato Motomura},
year  = {2022},
date = {2022-06-23},
address = {MPSoC2022, Megeve, France},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@techreport{hyodo-SLDM2022,
title = {[WIP最優秀賞] 2スピン同時フリップを並列試行可能なシミュレーテッドアニーリング手法の検討},
author = {兵藤 旭 and 神保 聡 and Thiem Van Chu and 劉 載勲 and 本村 真人 and 川村 一志},
year  = {2022},
date = {2022-11-04},
urldate = {2022-11-04},
address = {第199回SLDM研究発表会（SLDM WIP Forum 2022）},
keywords = {Awards, Domestic Conference},
pubstate = {published},
tppubtype = {techreport}
}

@misc{yamazaki-award-2022,
title = {[第22回山﨑貞一賞-半導体及びシステム・情報・エレクトロニクス分野] 動的再構成プロセッサの研究開発と事業化及びAI分野への展開},
author = {本村 真人},
year  = {2022},
date = {2022-11-30},
keywords = {Awards},
pubstate = {published},
tppubtype = {presentation}
}

@misc{ichimura-award-2022,
title = {[第54回市村学術賞 功績賞] 構造型情報処理に関する先駆的研究とそのAI処理分野への展開},
author = {本村 真人},
year  = {2022},
date = {2022-04-15},
keywords = {Awards},
pubstate = {published},
tppubtype = {presentation}
}

@article{ieice-d-2022-jimbo,
title = {A Hybrid Integer Encoding Method for Obtaining High-quality Solutions of Quadratic Knapsack Problems on Solid-state Annealers},
author = {Satoru Jimbo and Daiki Okonogi and Kota Ando and Thiem Van Chu and Jaehoon Yu and Masato Motomura and Kazushi Kawamura},
year  = {2022},
date = {2022-12-01},
journal = {IEICE Transactions on Information and Systems},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@inproceedings{ecticon2022,
title = {A Unhealthy Plant Identification System Using a Generative Adversarial Network},
author = {Satida Sookpong and Teerasit Kasetkasem and Teera Phatrapornnant and Jaehoon Yu},
year  = {2022},
date = {2022-05-25},
booktitle = {International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{hiddenite-isscc2022,
title = {Hiddenite: 4K-PE Hidden Network Inference 4D-Tensor Engine Exploiting On-Chip Model Construction Achieving 34.8-to-16.0TOPS/W for CIFAR-100 and ImageNet},
author = {Kazutoshi Hirose and Jaehoon Yu and Kota Ando and Yasuyuki Okoshi and Ángel López García-Arias and Junnosuke Suzuki and Thiem Van Chu and Kazushi Kawamura and Masato Motomura},
year  = {2022},
date = {2022-02-20},
booktitle = {International Solid-State Circuits Conference (ISSCC)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@misc{ieee-fellow-2022,
title = {IEEE Fellow "for contributions to memory-logic integration of reconfigurable chip architecture."},
author = {Masato Motomura},
year  = {2022},
date = {2022-02-22},
keywords = {Awards},
pubstate = {published},
tppubtype = {presentation}
}

@inproceedings{mwscas2022,
title = {Investigating Small Device Implementation of FRET-based Optical Reservoir Computing},
author = {Masafumi Tanaka and Jaehoon Yu and Masaki Nakagawa and Naoya Tate and Masanori Hashimoto},
year  = {2022},
date = {2022-08-07},
booktitle = {The IEEE International Midwest Symposium on Circuits and Systems (MWSCAS)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{icml2022-okoshi,
title = {Multicoated Supermasks Enhance Hidden Networks},
author = {Yasuyuki Okoshi and Ángel López García-Arias and Kazutoshi Hirose and Kota Ando and Kazushi Kawamura and Thiem Van Chu and Masato Motomura and Jaehoon Yu},
year  = {2022},
date = {2022-07-23},
booktitle = {International Conference on Machine Learning (ICML)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@techreport{jimbo-qs-2022,
title = {QKP-QUBO変換におけるHybridエンコーディング方式},
author = {神保 聡 and 小此木 大輝 and 安藤 洸太 and Thiem Van Chu and 劉 載勲 and 本村 真人 and 川村 一志},
year  = {2022},
date = {2022-03-24},
urldate = {2022-03-24},
address = {第5回量子ソフトウェア研究発表会},
keywords = {Domestic Conference},
pubstate = {published},
tppubtype = {techreport}
}

@article{viaswitch-fpga-physics,
title = {Via-switch FPGA with transistor-free programmability enabling energy-efficient near-memory parallel computation},
author = {Masanori Hashimoto and X Bai and Naoki Banno and Munehiro Tada and Toshitsugu Sakamoto and Jaehoon Yu and Ryutaro Doi and Hidetoshi Onodera and Takashi Imagawa and Hiroyuki Ochi},
doi = {10.35848/1347-4065/ac6b81},
year  = {2022},
date = {2022-04-28},
journal = {Japanese Journal of Applied Physics},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@techreport{jimbo-lsisys-2022,
title = {イジング計算機の解探索を効率化させる整数エンコーディング手法の提案と評価},
author = {神保 聡 and 小此木 大輝 and Thiem Van Chu and 劉 載勲 and 本村 真人 and 川村 一志},
year  = {2022},
date = {2022-05-10},
urldate = {2022-05-10},
address = {LSIとシステムのワークショップ 2022},
keywords = {Domestic Conference},
pubstate = {published},
tppubtype = {techreport}
}

@techreport{okonogi-lsisys-2022,
title = {ピンニングパラメータの自律制御機構を搭載した全スピン並列更新アニーリング マシン},
author = {小此木 大輝 and 神保 聡 and Thiem Van Chu and 劉 載勲 and 本村 真人 and 川村 一志},
year  = {2022},
date = {2022-05-10},
urldate = {2022-05-10},
address = {LSIとシステムのワークショップ 2022},
keywords = {Domestic Conference},
pubstate = {published},
tppubtype = {techreport}
}

@techreport{okonogi-qs-2022,
title = {全並列アニーリングのための自律的パラメータ制御},
author = {小此木 大輝 and 神保 聡 and 安藤 洸太 and Thiem Van Chu and 劉 載勲 and 本村 真人 and 川村 一志},
year  = {2022},
date = {2022-03-24},
urldate = {2022-03-24},
address = {第5回量子ソフトウェア研究発表会},
keywords = {Domestic Conference},
pubstate = {published},
tppubtype = {techreport}
}

@techreport{nagahara-2022-CPSY,
title = {外部メモリアクセス抑制による高効率疎行列積アクセラレータの研究},
author = {永原 雄大 and 安藤 洸太 and 川村 一志 and 劉 載勲 and 本村 真人 and Thiem Van Chu},
year  = {2022},
date = {2022-07-28},
urldate = {2022-07-28},
address = {2022年並列／分散／協調処理に関するサマー・ワークショップ (SWoPP2022)},
keywords = {Domestic Conference},
pubstate = {published},
tppubtype = {techreport}
}

@techreport{inoue-SLDM2022,
title = {巡回セールスマン問題を対象とした並列アニーリング手法の評価},
author = {井上 源太 and 小此木 大輝 and Thiem Van Chu and 劉 載勲 and 本村 真人 and 川村 一志},
year  = {2022},
date = {2022-11-04},
urldate = {2022-11-04},
address = {第199回SLDM研究発表会（SLDM WIP Forum 2022）},
keywords = {Domestic Conference},
pubstate = {published},
tppubtype = {techreport}
}

@inproceedings{thiem-fpt2021,
title = {[Best Paper Award] A High-Performance and Flexible FPGA Inference Accelerator for Decision Forests Based on Prior Feature Space Partitioning},
author = {Thiem Van Chu and Ryuichi Kitajima and Kazushi Kawamura and Jaehoon Yu and Masato Motomura},
year  = {2021},
date = {2021-12-06},
urldate = {2021-12-06},
booktitle = {International Conference on Field-Programmable Technology (FPT)},
keywords = {Awards, International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@misc{motomura-jeita-jul2021,
title = {[Invited] AIチップの現状と今後について},
author = {本村 真人},
year  = {2021},
date = {2021-07-28},
address = {JEITAシーオリエンテッド先端実装技術分科会},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{motomura-asap2021,
title = {[Invited] CGRAs for Broad Embedded Market & for Neural Networks},
author = {Masato Motomura},
year  = {2021},
date = {2021-07-08},
address = {Position Talk in the "Panel: Coarse-Grained Reconfigurable Arrays and their Opportunities as Application Accelerators," IEEE International Conference on Application-specific Systems, Architectures and Processors (ASAP)},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{motomura-lsi-workshop-2021,
title = {[Invited] LSI技術が開く構造型情報処理の新展開},
author = {本村 真人},
year  = {2021},
date = {2021-05-10},
address = {LSIとシステムのワークショップ},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{motomura-jsap-spring-2021,
title = {[Invited] ポストノイマン・ポストムーア時代の情報処理アーキテクチャ},
author = {本村 真人},
year  = {2021},
date = {2021-03-18},
address = {2021年 第68回 応用物理学会春季学術講演会，一般公開シンポジウム：AI/IoT時代を支えるポストムーアパラダイムへの挑戦},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{MVL_Binary_invited,
title = {[Invited] ⼆値・三値・量⼦化ニューラルネットワークの推論LSIと学習アルゴリズム},
author = {安藤 洸太},
year  = {2021},
date = {2021-09-12},
address = {多値論理研究会 多値論理フォーラム},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{motomura-tohoku-creativity-2021,
title = {[Invited] 全結合・全並列型アニーリングHWの紹介 ～ その数理モデルからLSI実装まで ～},
author = {本村 真人},
year  = {2021},
date = {2021-03-08},
address = {Tohoku Forum for Creativity - 2021 Thematic Program，パネルディスカッション：量子アニーリングのハイパフォーマンスコンピューティング– 実世界のシステムの最適化},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{motomura-coolchips-2021,
title = {[Moderator] "Hot" Techs for "Cool" AI Computing: Do We have Enough Tricks?},
author = {Masato Motomura},
year  = {2021},
date = {2021-04-14},
address = {Panel Discussion, Cool Chips 24.},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@techreport{okawa-da-2021,
title = {[セッション特別賞] GPUを活用した全結合・全並列アニーリング手法の高速化検討},
author = {大川 開生 and 川村 一志 and Gregory Gutmann and Thiem Van Chu and 劉 載勲 and 本村 真人},
year  = {2021},
date = {2021-08-25},
urldate = {2021-08-25},
address = {DAシンポジウム2021},
keywords = {Awards, Domestic Conference},
pubstate = {published},
tppubtype = {techreport}
}

@misc{award-ict-okoshi-2021,
title = {[優秀構想発表賞] 多ビットマスクを用いた高精度・軽量HNNの研究},
author = {大越 康之},
year  = {2021},
date = {2021-12-01},
urldate = {2021-12-01},
address = {東京工業大学 情報通信コース 構想発表会},
keywords = {Awards},
pubstate = {published},
tppubtype = {presentation}
}

@article{shiba-ieeetcs2020,
title = {A 96-MB 3D-Stacked SRAM Using Inductive Coupling with 0.4-V Transmitter, Termination Scheme and 12:1 SerDes in 40-nm CMOS},
author = {Kota Shiba and Tatsuo Omori and Kodai Ueyoshi and Kota Ando and Kazutoshi Hirose and Shinya Takamaeda-Yamazaki and Masato Motomura and Mototsugu Hamada and Tadahiro Kuroda},
year  = {2021},
date = {2021-02-01},
journal = {IEEE Transactions on Circuits and Systems I},
volume = {68},
number = {2},
pages = {692-703},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@inproceedings{ando-hotchips-2021,
title = {Edge Inference Engine for Deep & Random Sparse Neural Networks with 4-bit Cartesian-Product MAC Array and Pipelined Activation Aligner},
author = {Kota Ando and Jaehoon Yu and Kazutoshi Hirose and Hiroki Nakahara and Kazushi Kawamura and Thiem Van Chu and Masato Motomura},
year  = {2021},
date = {2021-08-24},
booktitle = {Hot Chips 33 (Poster)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@article{kumazawa-ijnc-2021,
title = {ExtraFerns: Fully Parallel Ensemble Learning Technique with Random Projection and Non-Greedy yet Minimal Memory Access Training},
author = {Shungo Kumazawa and Kazushi Kawamura and Thiem Van Chu and Masato Motomura and Jaehoon Yu},
year  = {2021},
date = {2021-07-08},
journal = {International Journal of Networking and Computing},
volume = {11},
number = {2},
pages = {215-230},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@inproceedings{lopez-bmvc2021,
title = {Hidden-Fold Networks: Random Recurrent Residuals Using Sparse Supermasks},
author = {Ángel López García-Arias and Masanori Hashimoto and Masato Motomura and Jaehoon Yu},
year  = {2021},
date = {2021-11-22},
booktitle = {The British Machine Vision Conference (BMVC)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{yu-date-2021,
title = {MUX Granularity-Oriented Iterative Technology Mapping for Implementing Compute-Intensive Applications on Via-Switch FPGA},
author = {Takashi Imagawa and Jaehoon Yu and Masanori Hashimoto and Hiroyuki Ochi},
year  = {2021},
date = {2021-02-01},
booktitle = {Design, Automation and Test in Europe Conference (DATE)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@article{suzuki-ijnc-2021,
title = {ProgressiveNN: Achieving Computational Scalability with Dynamic Bit-Precision Adjustment by MSB-first Accumulative Computation},
author = {Junnosuke Suzuki and Tomohiro Kaneko and Kota Ando and Kazutoshi Hirose and Kazushi Kawamura and Thiem Van Chu and Masato Motomura and Jaehoon Yu},
year  = {2021},
date = {2021-07-08},
journal = {International Journal of Networking and Computing},
volume = {11},
number = {2},
pages = {338-353},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@incollection{statica-nikkei,
title = {こんなとこにもイジングマシン},
author = {雑誌記事},
year  = {2021},
date = {2021-09-01},
address = {日経エレクトロニクス9月号，p.35-p37},
keywords = {Press Releases},
pubstate = {published},
tppubtype = {incollection}
}

@incollection{descartes-pr2021,
title = {スマホやロボットなどで高効率なAI処理を行うプロセッサーアーキテクチャーを開発},
author = {東工大プレスリリース},
url = {https://www.titech.ac.jp/news/2021/061720},
year  = {2021},
date = {2021-08-25},
note = {NEDO共同広報，マイナビ，monoist，等に掲載},
keywords = {Press Releases},
pubstate = {published},
tppubtype = {incollection}
}

@techreport{suzuki-lsi-2021,
title = {ビットスケーラブルCNNにおける計算量・精度トレードオフ制御手法の検討},
author = {鈴木 淳之介 and 安藤 洸太 and 廣瀬 一俊 and 川村 一志 and Thiem Van Chu and 本村 真人 and 劉載勲},
year  = {2021},
date = {2021-05-10},
urldate = {2021-05-10},
address = {LSIとシステムとワークショップ},
keywords = {Domestic Conference},
pubstate = {published},
tppubtype = {techreport}
}

@techreport{kumazawa-reconf-2021,
title = {乱数生成ノードの並列閾値最適化に基づくエッジ指向決定木アンサンブル学習},
author = {熊澤 峻悟 and 川村 一志 and Thiem Van Chu and 本村 真人 and 劉載勲},
year  = {2021},
date = {2021-06-08},
urldate = {2021-06-08},
address = {電子情報通信学会リコンフィギャラブルシステム研究会 (RECONF)},
keywords = {Domestic Conference},
pubstate = {published},
tppubtype = {techreport}
}

@techreport{kumazawa-lsi-2021,
title = {入力空間のランダム射影と分割に基づくFernアンサンブル学習},
author = {熊澤 峻悟 and 川村 一志 and Thiem Van Chu and 本村 真人 and 劉載勲},
year  = {2021},
date = {2021-05-10},
address = {LSIとシステムとワークショップ},
keywords = {Domestic Conference},
pubstate = {published},
tppubtype = {techreport}
}

@misc{motomura-fit2021,
title = {学習/数理モデルに基づく時空間展開型アーキテクチャの創出と応用},
author = {本村 真人},
year  = {2021},
date = {2021-08-27},
urldate = {2021-08-27},
address = {FIT2021},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@techreport{suzuki-reconf-2021,
title = {対称二進表現に基づくビットスケーラブルCNN推論手法},
author = {鈴木 淳之介 and 安藤 洸太 and 廣瀬 一俊 and 川村 一志 and Thiem Van Chu and 本村 真人 and 劉載勲},
year  = {2021},
date = {2021-06-08},
address = {電子情報通信学会リコンフィギャラブルシステム研究会 (RECONF)},
keywords = {Domestic Conference},
pubstate = {published},
tppubtype = {techreport}
}

@techreport{kitajima-reconf-2021,
title = {特徴空間事前分割に基づく決定木アンサンブルのFPGA推論アクセラレータ},
author = {北島 龍一 and 川村 一志 and 劉 載勲 and 本村 真人 and Thiem Van Chu},
year  = {2021},
date = {2021-06-08},
address = {電子情報通信学会リコンフィギャラブルシステム研究会 (RECONF)},
keywords = {Domestic Conference},
pubstate = {published},
tppubtype = {techreport}
}

@inproceedings{ieee-cs-award-2022,
title = {[IEEE CS Tokyo/Japan Joint Local Chapters Young Author Award 2022] SeedEx: A Genome Sequencing Accelerator for Optimal Alignments in Subminimal Space},
author = {Daichi Fujiki and Shunhao Wu and Nathan Ozog and Kush Goliya and David T. Blaauw and Satish Narayanasamy and Reetuparna Das},
year  = {2020},
date = {2020-10-22},
urldate = {2020-10-22},
booktitle = {International Symposium on Microarchitecture (MICRO)},
keywords = {Awards, International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@misc{motomura-icta2020,
title = {[Invited] Designing AI Accelerator Chips for the Smarter Future},
author = {Masato Motomura},
year  = {2020},
date = {2020-11-23},
address = {IEEE International Conference on Integrated Circuits, Technologies and Applications (ICTA)},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{motomura-csa2020,
title = {[Invited] Domain-Specific Architectures for Boosting "Compute for Intelligence"},
author = {Masato Motomura},
year  = {2020},
date = {2020-11-26},
address = {International Workshop on Computer Systems and Architectures (CSA)},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{motomura-sscs-2020,
title = {[Invited] Reconfigurable and Domain-Specific Hardware for AI Computing},
author = {Masato Motomura},
year  = {2020},
date = {2020-12-11},
address = {IEEE SSCS Distinguished Lecturer},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{motomura-nus2020,
title = {[Invited] Stochastic Cellular Automata Annealing (SCA) and its Non-Quantum Silicon Chip Implementation},
author = {Masato Motomura},
year  = {2020},
date = {2020-11-10},
address = {Seminar at National University of Singapore},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{motomura-quantumconf-2020,
title = {[Invited] Stochastic Cellular Automata Annealing (SCA) and its Non-Quantum Silicon Chip Implementation: Realizing Fully-Parallel Spin-Updates for Fully-Connected Spin Systems},
author = {Masato Motomura},
year  = {2020},
date = {2020-10-05},
address = {Conference on Quantum Annealing/Adiabatic Quantum Computation},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{motomura-todai-isseminar-2020,
title = {[Invited] 学習/数理モデルに基づく時空間展開型アーキテクチャ},
author = {本村 真人},
year  = {2020},
date = {2020-12-07},
address = {東京大学情報理工学系セミナー},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{award-ict-suzuki-2020,
title = {[優秀構想発表賞] エッジAIのための推論精度と計算量のトレードオフ向上に関する研究},
author = {鈴木 淳之介},
year  = {2020},
date = {2020-12-02},
urldate = {2020-12-02},
address = {東京工業大学 情報通信コース 構想発表会},
keywords = {Awards},
pubstate = {published},
tppubtype = {presentation}
}

@techreport{award-oba20200123,
title = {[優秀若手発表賞] 二値化ニューラルネットワークのハードウェア指向精度向上手法の検討},
author = {大羽 由華 and 村上 大輔 and 中江 達哉 and 安藤 洸太 and 浅井 哲也 and 本村 真人 and 高前田 伸也},
year  = {2020},
date = {2020-01-23},
urldate = {2020-01-23},
address = {電子情報通信学会 コンピュータシステム研究会},
keywords = {Awards, Domestic Conference},
pubstate = {published},
tppubtype = {techreport}
}

@techreport{award-ueyoshi20200123,
title = {[優秀講演賞] 無効ニューロン予測によるDNN計算効率化手法},
author = {植吉 晃大 and 池田 泰我 and 安藤 洸太 and 廣瀨 一俊 and 浅井 哲也 and 高前田 伸也 and 本村 真人},
year  = {2020},
date = {2020-01-23},
urldate = {2020-01-23},
address = {電子情報通信学会 リコンフィギャラブルシステム研究会},
keywords = {Awards, Domestic Conference},
pubstate = {published},
tppubtype = {techreport}
}

@techreport{award-ikeda20190725,
title = {[若手奨励賞] 効率的なDNN計算のための無効ニューロン予測手法の評価},
author = {池田 泰我 and 植吉 晃大 and 安藤 洸太 and 廣瀨 一俊 and 浅井 哲也 and 本村 真人 and 高前田 伸也},
year  = {2020},
date = {2020-07-25},
urldate = {2020-07-25},
address = {情報処理学会 システム・アーキテクチャ研究会},
keywords = {Awards, Domestic Conference},
pubstate = {published},
tppubtype = {techreport}
}

@inproceedings{shiba-iscas2020,
title = {A 3D-Stacked SRAM Using Inductive Coupling with Low-Voltage Transmitter and 12:1 SerDes},
author = {Kota Shiba and Tatsuo Omori and Kodai Ueyoshi and Kota Ando and Kazutoshi Hirose and Shinya Takamaeda-Yamazaki and Masato Motomura and Mototsugu Hamada and Tadahiro Kuroda},
year  = {2020},
date = {2020-10-10},
booktitle = {IEEE International Symposium on Circuits and Systems (ISCAS)},
pages = {1-5},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@article{hirayama-ijnc2020,
title = {A Hardware-Efficient Weight Sampling Circuit for Bayesian Neural Networks},
author = {Yuki Hirayama and Tetsuya Asai and Masato Motomura and Shinya Takamaeda-Yamazaki},
year  = {2020},
date = {2020-07-01},
journal = {International Journal of Networking and Computing},
volume = {10},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@inproceedings{thiem-fpga2020,
title = {Dependency-Driven Trace-Based Network-on-Chip Emulation on FPGAs},
author = {Thiem Van Chu and Kenji Kise and Kiyofumi Tanaka},
year  = {2020},
date = {2020-01-01},
booktitle = {ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA)},
pages = {211--221},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{kumazawa-candar2020,
title = {ExtraFerns: Fully Parallel Ensemble Learning Technique with Non-Greedy yet Minimal Memory Access Training},
author = {Shungo Kumazawa and Kazushi Kawamura and Thiem Van Chu and Masato Motomura and Jaehoon Yu},
year  = {2020},
date = {2020-11-24},
booktitle = {International Symposium on Computing and Networking (CANDAR)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{Motomura-ARC-2020,
title = {Hardware/Algorithm Co-optimization for Fully-Parallelized Compact Decision Tree Ensembles on FPGAs},
author = {Taiga Ikeda and Kento Sakurada and Atsuyoshi Nakamura and Masato Motomura and Shinya Takamaeda-Yamazaki},
year  = {2020},
date = {2020-04-01},
booktitle = {International Symposium on Applied Reconfigurable Computing (ARC)},
address = {Universidad de Castilla-La Mancha, Toledo, Spain},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@article{cheng2020logarithm,
title = {Logarithm-Approximate Floating-Point Multiplier is Applicable to Power-Efficient Neural Network Training},
author = {Tai-Yu Cheng and Yukata Masuda and Jun Chen and Jaehoon Yu and Masanori Hashimoto},
year  = {2020},
date = {2020-05-14},
journal = {Integration},
volume = {74},
pages = {19--31},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@inproceedings{reca-lopez-iscas2020,
title = {Low-Cost Reservoir Computing using Cellular Automata and Random Forests},
author = {Ángel López García-Arias and Jaehoon Yu and Masanori Hashimoto},
year  = {2020},
date = {2020-10-10},
booktitle = {IEEE International Symposium on Circuits and Systems (ISCAS)},
pages = {1-5},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{onishi2020memory,
title = {Memory Efficient Training using Lookup-Table-based Quantization for Neural Network},
author = {Kazuki Onishi and Jaehoon Yu and Masanori Hashimoto},
year  = {2020},
date = {2020-09-04},
booktitle = {IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS)},
pages = {251--255},
organization = {IEEE},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@incollection{statica-pressrelease-ieee,
title = {Novel Annealing Processor Is the Best Ever at Solving Combinatorial Optimization Problems},
author = {IEEE Spectrum},
url = {https://spectrum.ieee.org/tech-talk/computing/hardware/japanese-researchers-develop-a-novel-annealing-processor-thats-the-fastest-technology-yet-at-solving-combinatorial-optimization-problems},
year  = {2020},
date = {2020-04-14},
keywords = {Press Releases},
pubstate = {published},
tppubtype = {incollection}
}

@inproceedings{suzuki-candar2020,
title = {ProgressiveNN: Achieving Computational Scalability without Network Alteration by MSB-first Accumulative Computation},
author = {Junnosuke Suzuki and Kota Ando and Kazutoshi Hirose and Kazushi Kawamura and Thiem Van Chu and Masato Motomura and Jaehoon Yu},
year  = {2020},
date = {2020-11-24},
booktitle = {International Symposium on Computing and Networking (CANDAR)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@book{Motomura-ECONOMIST-2020,
title = {Q&Aで分かるAIチップ},
author = {本村 真人(監修)},
year  = {2020},
date = {2020-02-04},
publisher = {週刊エコノミスト},
keywords = {Books},
pubstate = {published},
tppubtype = {book}
}

@article{Motomura-TCSVT-2020,
title = {Real-time Tone Mapping: A State of the Art Report},
author = {Yafei Ou and Prasoon Ambalathankandy and Masayuki Ikebe and Shinya Takamaeda and Masato Motomura and Tetsuya Asai},
year  = {2020},
date = {2020-01-01},
journal = {IEEE Transactions on Circuits and Systems for Video Technology},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@article{hirose-ieee-access-2020,
title = {Selective Fine-Tuning on a Classifier Ensemble: Realizing Adaptive Neural Networks With a Diversified Multi-Exit Architecture},
author = {Kazutoshi Hirose and Shinya Takamaeda-Yamazaki and Jaehoon Yu and Masato Motomura},
year  = {2020},
date = {2020-12-28},
journal = {IEEE Access},
volume = {9},
pages = {6179-6187},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@article{statica-jssc,
title = {STATICA: A 512-Spin 0.25M-Weight Annealing Processor With an All-Spin-Updates-at-Once Architecture for Combinatorial Optimization With Complete Spin-Spin Interactions},
author = {Kasho Yamamoto and Kazushi Kawamura and Kota Ando and Normann Mertig and Takashi Takemoto and Masanao Yamaoka and Hiroshi Teramoto and Akira Sakai and Shinya Takamaeda-Yamazaki and Masato Motomura},
year  = {2020},
date = {2020-10-13},
journal = {IEEE Journal of Solid-State Circuits (JSSC)},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@inproceedings{statica,
title = {STATICA: A 512-Spin 0.25M-Weight Full-Digital Annealing Processor with a Near-Memory All-Spin-Updates-at-Once Architecture for Combinatorial Optimization with Complete Spin-Spin Interactions},
author = {Kasho Yamamoto and Kota Ando and Normann Mertig and Takashi Takemoto and Masanao Yamaoka and Hiroshi Teramoto and Akira Sakai and Shinya Takamaeda-Yamazaki and Masato Motomura},
year  = {2020},
date = {2020-02-17},
booktitle = {International Solid-State Circuits Conference (ISSCC)},
pages = {138--139},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{id529,
title = {Via-Switch FPGA: 65nm CMOS Implementation and Architecture Extension for AI Applications},
author = {Masanori Hashimoto and Xu Bai and Naoki Banno and Munehiro Tada and Toshitsugu Sakamoto and Jaehoon Yu and Ryutaro Doi and Yusuke Araki and Hidetoshi Onodera and Takashi Imagawa and Hiroyuki Ochi and Kazutoshi Wakabayashi and Yukio Mitsuyama and Tadahiko Sugibayashi},
year  = {2020},
date = {2020-02-17},
booktitle = {International Solid-State Circuits Conference (ISSCC)},
pages = {502--503},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@article{Motomura-IEICE-C-2020,
title = {深層ニューラルネットワーク向けプロセッサ技術の実例と展望},
author = {本村 真人 and 高前田 伸也 and 植吉 晃大 and 安藤 洸太 and 廣瀨 一俊},
year  = {2020},
date = {2020-05-01},
journal = {電子情報通信学会和文論文誌C},
volume = {J103-C},
number = {05},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@incollection{statica-pressrelease-tokodai,
title = {組合せ最適化問題を高速に解く新しいアニーリングマシンを開発},
author = {東工大プレスリリース},
url = {https://www.titech.ac.jp/news/2020/046309.html},
year  = {2020},
date = {2020-02-18},
note = {日経新聞，毎日新聞，日経xTECH等各種ウェブメディアに掲載},
keywords = {Press Releases},
pubstate = {published},
tppubtype = {incollection}
}

@techreport{award-hirayama20190622,
title = {[2019年度研究会優秀賞] 決定論的変分推論に基づくベイジアンCNNの検討},
author = {平山 侑樹 and 浅井 哲也 and 本村 真人 and 高前田 伸也},
year  = {2019},
date = {2019-06-22},
urldate = {2019-06-22},
address = {人工知能学会},
keywords = {Awards, Domestic Conference},
pubstate = {published},
tppubtype = {techreport}
}

@misc{Motomura-FCF-2019,
title = {[Invited] AI Computing: The Promised Land for Computer Architecture Innovation?},
author = {Masato Motomura},
year  = {2019},
date = {2019-12-17},
address = {Future Chips Forum, Tsinghua University, Beijin, China},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{motomura_00041,
title = {[Invited] AI Computing: The Promised Land for Hardware?},
author = {Masato Motomura},
year  = {2019},
date = {2019-03-01},
address = {Multimedia Workshop, Tokyo, Japan},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{Motomura-IIR-2019,
title = {[Invited] AIチップ: 世界の研究動向と東工大の研究戦略},
author = {本村 真人},
year  = {2019},
date = {2019-10-10},
address = {科学技術創成研究院公開，東工大すずかけ台キャンパス，横浜},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{Motomura-EPEC-2019,
title = {[Invited] AIチップの世界動向と日本がとるべき戦略},
author = {本村 真人},
year  = {2019},
date = {2019-07-04},
address = {EPFCシンポジウム，川崎ソリッドスクエア，川崎},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{Motomura-HAB-2019,
title = {[Invited] AI関連半導体技術の動向},
author = {本村 真人},
year  = {2019},
date = {2019-08-30},
address = {HAB研セミナー，京都テルサ，京都},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{motomura_00043,
title = {[Invited] Intelligence at the Edge: Frontiers for Energy-Efficient Hardware Architectures},
author = {Masato Motomura},
year  = {2019},
date = {2019-03-01},
address = {Riken International Workshop on Neuromorphic Computing (R-WoNC), Kobe, Japan},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{Motomura-A-SSCC-2019,
title = {[Tutorial] AI Computing: What it is about & How hardware can help it out},
author = {Masato Motomura},
year  = {2019},
date = {2019-11-14},
address = {Asian Solid-State Circuit Conference (A-SSCC), Macau, SAR, China},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@techreport{award-ikeda20190611,
title = {[若手優秀講演賞] 効率的なDNN計算のための無効ニューロン予測手法の評価},
author = {池田 泰我 and 植吉 晃大 and 安藤 洸太 and 廣瀨 一俊 and 浅井 哲也 and 本村 真人 and 高前田 伸也},
year  = {2019},
date = {2019-06-11},
urldate = {2019-06-11},
address = {電子情報通信学会 DC研究会},
keywords = {Awards, Domestic Conference},
pubstate = {published},
tppubtype = {techreport}
}

@inproceedings{Motomura-CANDAR-2019,
title = {A Resource-Efficient Weight Sampling Method for Bayesian Neural Networks Accelerators},
author = {Yuki Hirayama and Tetsuya Asai and Masato Motomura and Shinya Takamaeda-Yamazaki},
year  = {2019},
date = {2019-11-26},
booktitle = {International Symposium on Computing and Networking (CANDAR)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@article{motomura_00004,
title = {A Study on a Low Power Optimization Algorithm for An Edge-AI Device},
author = {Tatsuya Kaneko and Kentaro Orimo and Itaru Hida and Shinya Takamaeda-Yamazaki and Masayuki Ikebe and Masato Motomura and Tetsuya Asai},
year  = {2019},
date = {2019-10-01},
journal = {Nonlinear Theory and Its Applications},
volume = {E10-N},
number = {4},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@book{Motomura-OKI-2019,
title = {AIエッジコンピューティングへの希望と展望},
author = {本村 真人},
year  = {2019},
date = {2019-12-01},
number = {234},
publisher = {OKIテクニカルレビュー、「AIエッジコンピューティングが拓く高度IoT社会」特集},
keywords = {Books},
pubstate = {published},
tppubtype = {book}
}

@book{motomura-oki-techreview-2019,
title = {AIエッジコンピューティングへの希望と展望},
author = {本村 真人},
year  = {2019},
date = {2019-12-01},
publisher = {OKIテクニカルレビュー，「AIエッジコンピューティングが拓く高度IoT社会」特集，第234号},
keywords = {Books},
pubstate = {published},
tppubtype = {book}
}

@article{motomura_00001,
title = {An Adaptive Global and Local Tone Mapping Algorithm Implemented on FPGA},
author = {Prasoon Ambalathankandy and Masayuki Ikebe and Takashi Yoshida and Takeshi Shimada and Shinya Takamaeda-Yamazaki and Masato Motomura and Tetsuya Asai},
year  = {2019},
date = {2019-12-01},
journal = {IEEE Transactions on Circuits and Systems for Video Technology},
volume = {29},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@inproceedings{motomura_00049,
title = {Approach to Reservoir Computing with Schmitt Trigger Oscillator-Based Analog Neural Circuits},
author = {Seunggoo Rim and Shunya Suzuki and Shinya Takamaeda-Yamazaki and Masayuki Ikebe and Masato Motomura and Tetsuya Asai},
year  = {2019},
date = {2019-01-01},
booktitle = {Japan-Korea Joint Workshop on Complex Communication Sciences},
address = {Pyengonchang, Korea},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00039b,
title = {DeltaNet: Differential Binary Neural Network},
author = {Yuka Oba and Kota Ando and Tetsuya Asai and Masato Motomura and Shinya Takamaeda-Yamazaki},
year  = {2019},
date = {2019-07-01},
booktitle = {IEEE International Conference on Application-specific Systems, Architectures and Processors (ASAP)},
address = {New York, USA},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{2019-11-Fukui-APSIPA,
title = {Distilling Knowledge for Non-Neural Networks},
author = {Shota Fukui and Jaehoon Yu and Masanori Hashimoto},
year  = {2019},
date = {2019-11-01},
booktitle = {Asia-Pacific Signal and Information Processing Association (APSIPA)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@article{motomura_00003,
title = {Dither NN: Hardware/Algorithm Co-Design for Accurate Quantized Neural Networks},
author = {Kota Ando and Kodai Ueyoshi and Yuka Oba and Kazutoshi Hirose and Ryota Uematsu and Takumi Kudo and Masayuki Ikebe and Tetsuya Asai and Shinya Takamaeda-Yamazaki and Masato Motomura},
year  = {2019},
date = {2019-12-01},
journal = {IEICE Transactions on Information and Systems},
volume = {E102},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@inproceedings{motomura_00045b,
title = {Experimental Demonstration of Physical Reservoir Computing with Nonlinear Electronic Devices},
author = {Shunya Suzuki and Seunggoo Rim and Shinya Takamaeda-Yamazaki and Masayuki Ikebe and Masato Motomura and Tetsuya Asai},
year  = {2019},
date = {2019-03-01},
booktitle = {RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing},
address = {Honolulu, USA},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@article{motomura_00002,
title = {FPGA-Based Annealing Processor with Time-Division Multiplexing},
author = {Kasho Yamamoto and Masayuki Ikebe and Tetsuya Asai and Masato Motomura and Shinya Takamaeda-Yamazaki},
year  = {2019},
date = {2019-12-01},
journal = {IEICE Transactions on Information and Systems},
volume = {E102},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@inproceedings{motomura_00046b,
title = {FPGA-Based FORCE Learning Accelerator towards Real-Time Online Reservoir Computing},
author = {Koyo Minamikawa and Shinya Takamaeda-Yamazaki and Masayuki Ikebe and Masato Motomura and Tetsuya Asai},
year  = {2019},
date = {2019-03-01},
booktitle = {RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing},
address = {Honolulu, USA},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@article{motomura_00005,
title = {Hardware-Oriented Algorithm and Architecture for Generative Adversarial Networks},
author = {Tatsuya Kaneko and Masayuki Ikebe and Shinya Takamaeda-Yamazaki and Masato Motomura and Tetsuya Asai},
year  = {2019},
date = {2019-07-01},
journal = {Journal of Signal Processing},
volume = {23},
number = {4},
pages = {151-154},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@inproceedings{motomura_00044b,
title = {Hardware-Oriented Algorithm and Architecture for Generative Adversarial Networks},
author = {Tatsuya Kaneko and Masayuki Ikebe and Shinya Takamaeda-Yamazaki and Masato Motomura and Tetsuya Asai},
year  = {2019},
date = {2019-03-01},
booktitle = {RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing},
address = {Honolulu, USA},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@article{thiem-ieice2019,
title = {LEF: An Effective Routing Algorithm for Two-Dimensional Meshes},
author = {Thiem Van Chu and Kenji Kise},
year  = {2019},
date = {2019-01-01},
journal = {IEICE Transactions on Information and Systems},
volume = {E102-D},
number = {10},
pages = {1925--1941},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@inproceedings{cheng-patmos-2019,
title = {Minimizing Energy for Neural Network Training with Logarithm-Approximate Floating-Point Multiplier},
author = {Tai-Yu Cheng and Jaehoon Yu and Masanori Hashimoto},
year  = {2019},
date = {2019-01-01},
booktitle = {International Symposium on Power and Timing Modeling, Optimization and Simulation},
pages = {91--96},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}

@article{sombatsiri2019parallelism,
title = {Parallelism-Flexible Convolution Core for Sparse Convolutional Neural Networks on FPGA},
author = {Salita Sombatsiri and Seiya Shibata and Yuki Kobayashi and Hiroaki Inoue and Takashi Takenaka and Takeo Hosomi and Jaehoon Yu and Yoshinori Takeuchi},
year  = {2019},
date = {2019-01-01},
volume = {12},
pages = {22--37},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@article{motomura_00006,
title = {QUEST: Multi-Purpose Log-Quantized DNN Inference Engine Stacked on 96-MB 3-D SRAM Using Inductive Coupling Technology in 40-nm CMOS},
author = {Kodai Ueyoshi and Kota Ando and Kazutoshi Hirose and Shinya Takamaeda-Yamazaki and Mototsugu Hamada and Tadahiro Kuroda and Masato Motomura},
year  = {2019},
date = {2019-01-01},
journal = {IEEE Journal of Solid-State Circuits},
volume = {54},
number = {1},
pages = {186-196},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@inproceedings{Motomura-DICTA-2019,
title = {Radiography Contrast Enhancement: Smoothed LHE Filter, a Practical Solution for Digital X-rays with Mach Band},
author = {Prasoon Ambalathankandy and Yafei Ou and Jyotsna Kochiyil and Shinya Takamaeda-Yamazaki and Masato Motomura and Tetsuya Asai and Masayuki Ikebe},
year  = {2019},
date = {2019-12-02},
booktitle = {International Conference on Digital Image Computing: Techniques and Applications},
address = {University of Western Australia, Perth, Australia},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@article{8935433,
title = {Sneak Path Free Reconfiguration with Minimized Programming Steps for Via-switch Crossbar Based FPGA},
author = {Ryutaro Doi and Jaehoon Yu and Masanori Hashimoto},
issn = {1937-4151},
year  = {2019},
date = {2019-01-01},
journal = {IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems},
pages = {1-1},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@inproceedings{motomura_00047,
title = {Ternarized Backpropagation: A Hardware-Oriented Optimization Algorithm for Edge-Oriented AI Devices},
author = {Tatsuya Kaneko and Masayuki Ikebe and Shinya Takamaeda-Yamazaki and Masato Motomura and Tetsuya Asai},
year  = {2019},
date = {2019-02-01},
booktitle = {RIEC International Symposium on Brain Functions and Brain Computer},
address = {Sendai, Japan},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{2019-11-Tanio-APSIPA,
title = {Training Data Reduction using Support Vectors for Neural Networks},
author = {Toranosuke Tanio and Kouya Takeda and Jaehoon Yu and Masanori Hashimoto},
year  = {2019},
date = {2019-11-01},
booktitle = {Asia-Pacific Signal and Information Processing Association (APSIPA)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@book{motomura-jstcrds-2019,
title = {コンピューティングアーキテクチャ},
author = {本村 真人},
year  = {2019},
date = {2019-03-01},
publisher = {JST CRDS 研究開発の俯瞰報告書 2019年版},
keywords = {Books},
pubstate = {published},
tppubtype = {book}
}

@book{motomura-jstcrds-2019b,
title = {深層学習プロセッサの展望},
author = {本村 真人},
year  = {2019},
date = {2019-01-01},
publisher = {映像メディア学会誌「データ科学を支えるアクセラレーション技術」特集},
keywords = {Books},
pubstate = {published},
tppubtype = {book}
}

@inproceedings{nocs-2018,
title = {[Best Paper Nomination] AxNoC: Low-power Approximate Network-on-Chips using Critical-Path Isolation},
author = {Akram Ben Ahmed and Daichi Fujiki and Hiroki Matsutani and Michihiro Koibuchi and Hideharu Amano},
year  = {2018},
date = {2018-10-04},
booktitle = {International Symposium on Networks-on-Chip (NOCS)},
keywords = {Awards, International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@misc{motomura_00063,
title = {[Invited] Hardware-Oriented Approaches for Accelerating “AI” Workloads},
author = {Masato Motomura},
year  = {2018},
date = {2018-06-01},
address = {Symposium on VLSI Circuits, Short Course, Hololulu, USA},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{motomura_00055,
title = {[Invited] Intelligence at the Edge: Frontiers for Energy-Efficient Hardware Architectures},
author = {Masato Motomura},
year  = {2018},
date = {2018-11-01},
address = {International IoT Solid-State Circuits Workshop, Hshinchu, Taiwan},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{motomura_00051,
title = {[Invited] Structure-Oriented Computing: Where Software Redefines Hardware Architecture},
author = {Masato Motomura},
year  = {2018},
date = {2018-12-01},
address = {Future Chips Forum, Beijing, China},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@inproceedings{motomura_00074,
title = {A Novel Iris-Center Detection Algorithm towards Gaze Estimation Targeting Molecular Cellular Automata},
author = {Naoto Iwamaru and Shinya Takamaeda-Yamazaki and Masayuki Ikebe and Masato Motomura and Tetsuya Asai},
year  = {2018},
date = {2018-03-01},
booktitle = {International Workshop on Molecular Architectonics},
address = {Osaka, Japan},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00057,
title = {A Study on Ternary Back Propagation Algorithm for Embedded Egde-AI Processing},
author = {Tatsuya Kaneko and Masayuki Ikebe and Shinya Takamaeda-Yamazaki and Masato Motomura and Tetsuya Asai},
year  = {2018},
date = {2018-10-01},
booktitle = {Joint Workshop of UCL-ICN, NTT, UCL-Gatsby and AIBS: Analysis and Synthesis for Human/Artificial Cognition and Behaviour},
address = {Okinawa, Japan},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{ito2018adapting,
title = {Adapting Soft Cascade to MAC Operations of Convolutional Neural Networks},
author = {Kenshi Ito and Jaehoon Yu and Masanori Hashimoto},
year  = {2018},
date = {2018-01-01},
booktitle = {International Symposium on Multimedia and Communication Technology},
pages = {101--104},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00052,
title = {Analysis of Smoothed LHE Methods for Processing Images with Optical Illusions},
author = {Prasoon Ambalathankandy and Takeshi Shimada and Shinya Takamaeda-Yamazaki and Masato Motomura and Tetsuya Asai and Masayuki Ikebe},
year  = {2018},
date = {2018-12-01},
booktitle = {IEEE International Conference on Visual Communications and Image Processing},
address = {Taichung, Taiwan},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00061,
title = {Area and Energy Optimization for Bit-Serial Log-Quantized DNN Accelerator with Shared Accumulators},
author = {Takumi Kudo and Kodai Ueyoshi and Kota Ando and Kazutoshi Hirose and Ryota Uematsu and Yuka Oba and Masayuki Ikebe and Tetsuya Asai and Masato Motomura and Shinya Takamaeda-Yamazaki},
year  = {2018},
date = {2018-09-01},
booktitle = {IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip},
address = {Hanoi, Vietnam},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@article{motomura_00009,
title = {BRein Memory: A Single-Chip Binary/Ternary Reconfigurable In-Memory Deep Neural Network Accelerator Achieving 1.4TOPS at 0.6W},
author = {Kota Ando and Kodai Ueyoshi and Kentaro Orimo and Haruyoshi Yonekawa and Shimpei Sato and Hiroki Nakahara and Shinya Takamaeda-Yamazaki and Masayuki Ikebe and Tetsuya Asai and Tadahiro Kuroda and Masato Motomura},
year  = {2018},
date = {2018-04-01},
journal = {IEEE Journal of Solid-State Circuits},
volume = {53},
number = {4},
pages = {983-994},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@article{mitsunari2018decomposed,
title = {Decomposed Vector Histograms of Oriented Gradients for Efficient Hardware Implementation},
author = {Koichi Mitsunari and Yoshinori Takeuchi and Masaharu Imai and Jaehoon Yu},
year  = {2018},
date = {2018-01-01},
journal = {IEICE_J_FECACS},
volume = {101},
number = {11},
pages = {1766--1775},
note = {(被引用件数: 1)},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@inproceedings{motomura_00050,
title = {Dither NN: An Accurate Neural Network with Dithering for Low Bit-Precision Hardware},
author = {Kota Ando and Kodai Ueyoshi and Yuka Oba and Kazutoshi Hirose and Ryota Uematsu and Takumi Kudo and Masayuki Ikebe and Tetsuya Asai and Shinya Takamaeda-Yamazaki and Masato Motomura},
year  = {2018},
date = {2018-12-01},
booktitle = {International Conference on Field-Programmable Technology (FPT)},
address = {Naha, Japan},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00072,
title = {Exploring CNN Accelerator Design Space on a Dynamically Reconfigurable Hardware Platform},
author = {Ryota Uematsu and Kota Ando and Kodai Ueyoshi and Kazutoshi Hirose and Masayuki Ikebe and Tetsuya Asai and Shinya Takamaeda-Yamazaki and Masato Motomura},
year  = {2018},
date = {2018-03-01},
booktitle = {Workshop on Synthesis And System Integration of Mixed Information Technologies (SASIMI)},
address = {Matsue, Japan},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{mitsunari2018hardware-asscc,
title = {Hardware Architecture for Fast General Object Detection Using Aggregated Channel Features},
author = {Koichi Mitsunari and Jaehoon Yu and Masanori Hashimoto},
year  = {2018},
date = {2018-01-01},
pages = {55-58},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@article{mitsunari2018hardware,
title = {Hardware Architecture for High-Speed Object Detection Using Decision Tree Ensemble},
author = {Koichi Mitsunari and Jaehoon Yu and Takao Onoye and Masanori Hashimoto},
year  = {2018},
date = {2018-01-01},
journal = {IEICE_J_FECACS},
volume = {101},
number = {9},
pages = {1298--1307},
note = {(被引用件数: 1)},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@inproceedings{yu-isvlsi-2018,
title = {Interconnect Delay Analysis for RRAM Crossbar Based FPGA},
author = {Masanori Hashimoto and Yuki Nakazawa and Jaehoon Yu},
year  = {2018},
date = {2018-07-08},
booktitle = {IEEE Computer Society Annual Symposium on VLSI (ISVLSI)},
pages = {522-527},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{hashimoto2018interconnect,
title = {Interconnect Delay Analysis for RRAM Crossbar Based FPGA},
author = {Masanori Hashimoto and Yuki Nakazawa and Ryutaro Doi and Jaehoon Yu},
year  = {2018},
date = {2018-01-01},
pages = {522--527},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00062,
title = {New Generation Dynamically Reconfigurable Processor Technology for Accelerating Embedded AI Applications},
author = {Taro Fujii and Takao Toi and Teruhito Tanaka and Katsumi Togawa and Toshiro Kitaoka and Kengo Nishino and Noritsugu Nakamura and Hiroki Nakahara and Masato Motomura},
year  = {2018},
date = {2018-06-01},
booktitle = {Symposia on VLSI Technology and Circuits},
address = {Hawaii, USA},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@article{sugiura2018phase,
title = {Phase Locking Value Calculator based on Hardware-oriented Mathematical Expression},
author = {Tomoki Sugiura and Jaehoon Yu and Yoshinori Takeuchi},
year  = {2018},
date = {2018-01-01},
volume = {101},
number = {12},
pages = {2254--2261},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@article{motomura_00010,
title = {Proto-Computing Architecture over A Digital Medium Aiming at Real-Time Video Processing},
author = {Aoi Tanibata and Alexandre Schmid and Shinya Takamaeda-Yamazaki and Masayuki Ikebe and Masato Motomura and Tetsuya Asai},
year  = {2018},
date = {2018-02-01},
journal = {Complexity},
volume = {2018},
pages = {3618621-1-11},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@article{motomura_00008,
title = {Quantization Error-Based Regularization for Hardware-Aware Neural Network Training},
author = {Kazutoshi Hirose and Ryota Uematsu and Kota Ando and Kodai Ueyoshi and Masayuki Ikebe and Tetsuya Asai and Masato Motomura and Shinya Takamaeda-Yamazaki},
year  = {2018},
date = {2018-10-01},
journal = {Nonlinear Theory and Its Applications},
volume = {E9-N},
number = {4},
pages = {453-465},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@inproceedings{motomura_00076,
title = {QUEST: A 7.49-TOPS Multi-Purpose Log-Quantized DNN Inference Engine Stacked on 96MB 3D SRAM using Inductive-Coupling Technology in 40nm CMOS},
author = {Kodai Ueyoshi and Kota Ando and Kazutoshi Hirose and Shinya Takamaeda-Yamazaki and Junichiro Kadomoto and Tomoki Miyata and Mototsugu Hamada and Tadahiro Kuroda and Masato Motomura},
year  = {2018},
date = {2018-02-01},
booktitle = {International Solid-State Circuits Conference (ISSCC 2018)},
address = {San Francisco, US},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@article{motomura_00007,
title = {Real-time HDTV to 4K and 8K-UHD Conversions Using Anti-Aliasing Based Super Resolution Algorithm on FPGA},
author = {Prasoon Ambalathankandy and Shinya Takamaeda-Yamazaki and Masato Motomura and Tetsuya Asai and Masayuki Ikebe and Hotaka Kusano},
year  = {2018},
date = {2018-12-01},
journal = {Microprocessors and Microsystems},
volume = {60},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@inproceedings{doi2018sneak,
title = {Sneak Path Free Reconfiguration of Via-switch Crossbars Based FPGA},
author = {Ryutaro Doi and Jaehoon Yu and Masanori Hashimoto},
year  = {2018},
date = {2018-01-01},
pages = {68:1--68:8},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00071,
title = {Sparse Disparity Estimation Using Global Phase Only Correlation for Stereo Matching Acceleration},
author = {Takeshi Shimada and Masayuki Ikebe and Prasoon Ambalathankandy and Shinya Takamaeda-Yamazaki and Masato Motomura and Tetsuya Asai},
year  = {2018},
date = {2018-04-01},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing},
address = {Alberta, Canada},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@article{ochi2018via,
title = {Via-Switch FPGA: Highly Dense Mixed-Grained Reconfigurable Architecture with Overlay Via-Switch Crossbars},
author = {Hiroyuki Ochi and Kosei Yamaguchi and Tetsuaki Fujimoto and Junshi Hotate and Takashi Kishimoto and Toshiki Higashi and Takashi Imagawa and Ryutaro Doi and Munehiro Tada and Tadahiko Sugibayashi and Wataru Takahashi and Kazutoshi Wakabayashi and Hidetoshi Onodera and Yukio Mitsuyama and Jaehoon Yu and Masanori Hashimoto},
year  = {2018},
date = {2018-01-01},
number = {99},
pages = {1--14},
note = {(IF: 1.744, 被引用件数: 3)},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@inproceedings{土井龍太郎2018ビアスイッチ,
title = {ビアスイッチ FPGA 再構成時のスニークパス問題を回避するプログラミング順決定手法},
author = {土井龍太郎 and 劉載勲 and 橋本昌宜 and others},
year  = {2018},
date = {2018-01-01},
booktitle = {DA シンポジウム 2018 論文集},
volume = {2018},
pages = {3--8},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{中澤祐希2018ビアスイッチ,
title = {ビアスイッチ FPGA 向け配線解析手法の検討 (VLSI 設計技術)},
author = {中澤祐希 and 土井龍太郎 and 劉載勲 and 橋本昌宜},
year  = {2018},
date = {2018-01-01},
booktitle = {電子情報通信学会技術研究報告= IEICE technical report: 信学技報},
volume = {117},
number = {455},
pages = {187--192},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@misc{motomura_00092,
title = {[Invited] A Binary/Ternary Reconfigurable in-Memory Deep Neural Network Accelerator},
author = {Masato Motomura},
year  = {2017},
date = {2017-08-01},
address = {MIT CSAIL Seminar, Cambridge, USA},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{motomura_00087,
title = {[Invited] Research Activity on Deep Neural Network Accelerators},
author = {Masato Motomura},
year  = {2017},
date = {2017-10-01},
address = {Tsinghua University Workshop, Beijing, China},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{motomura_00125,
title = {[Invited] Rise of Deep Neural Network Accelerators},
author = {Masato Motomura},
year  = {2017},
date = {2017-03-01},
address = {Workshop on Brain-inspired Hardware, Tokyo, Japan},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{motomura_00088,
title = {[Invited] Trends toward Reconfigurable and in-Memory Processing Architectures for Deep Neural Networks},
author = {Masato Motomura},
year  = {2017},
date = {2017-10-01},
address = {Chinese Academy of Science (CAS) Distinguished Lecture, Beijing, China},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@misc{motomura_00079,
title = {[Invited] Trends toward Reconfigurable and in-Memory Processing Architectures for Deep Neural Networks},
author = {Masato Motomura},
year  = {2017},
date = {2017-12-01},
address = {Future Chips Forum, Beijing, China},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@article{motomura_00011,
title = {6-DoF Camera Position and Posture Estimation Based on Local Patches of Image Sequence},
author = {Takuto Tsuji and Masayuki Ikebe and Shinya Takamaeda-Yamazaki and Masato Motomura and Tetsuya Asai},
year  = {2017},
date = {2017-07-01},
journal = {Journal of Signal Processing},
volume = {21},
number = {4},
pages = {191-194},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@inproceedings{motomura_00130,
title = {6-DoF Camera-Position and Posture Estimation Based on Local Patches of Image Sequence},
author = {Takuto Tsuji and Masayuki Ikebe and Shinya Takamaeda-Yamazaki and Masato Motomura and Tetsuya Asai},
year  = {2017},
date = {2017-02-01},
booktitle = {RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing},
address = {Guam, USA},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00132,
title = {A Batch Normalization Free Binarized Convolutional Deep Neural Network on an FPGA},
author = {Hiroki Nakahara and Haruyoshi Yonekawa and Hisashi Iwamoto and Masato Motomura},
year  = {2017},
date = {2017-02-01},
booktitle = {International Symposium on Field-Programmable Gate Array (FPGA)},
address = {California, USA},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@article{motomura_00014,
title = {A High Performance and Energy Efficient Microprocessor with a Novel Restricted Dynamically Reconfigurable Accelerator},
author = {Itaru Hida and Shinya Takamaeda-Yamazaki and Masayuki Ikebe and Masato Motomura and Tetsuya Asai},
year  = {2017},
date = {2017-05-01},
journal = {Circuits and Systems},
volume = {8},
number = {5},
pages = {134-147},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@article{sugiura2017low,
title = {A Low-Energy Application Specific Instruction-Set Processor towards a Low-Computational Lossless Compression Method for Stimuli Position Data of Artificial Vision Systems},
author = {Tomoki Sugiura and Masaharu Imai and Jaehoon Yu and Yoshinori Takeuchi},
year  = {2017},
date = {2017-01-01},
volume = {25},
pages = {210--219},
note = {(IF: 0.77, 被引用件数: 2)},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@article{motomura_00012,
title = {A Multithreaded CGRA for Convolutional Neural Network Processing},
author = {Kota Ando and Shinya Takamaeda-Yamazaki and Masayuki Ikebe and Tetsuya Asai and Masato Motomura},
year  = {2017},
date = {2017-06-01},
journal = {Circuits and Systems},
volume = {8},
number = {6},
pages = {149-170},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@inproceedings{ando_00018,
title = {A Regularization Approach for Quantized Neural Networks},
author = {Kazutoshi Hirose and Ryota Uematsu and Kota Ando and Kodai Ueyoshi and Masayuki Ikebe and Tetsuya Asai and Masato Motomura and Shinya Takamaeda-Yamazaki},
year  = {2017},
date = {2017-10-01},
booktitle = {International Workshop on Highly Efficient Neural Networks Design (HENND)},
address = {Seoul, Korea},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00122,
title = {A Scalable Ising Model Implementation on An FPGA},
author = {Kasho Yamamoto and Shinya Takamaeda-Yamazaki and Masayuki Ikebe and Tetsuya Asai and Masato Motomura},
year  = {2017},
date = {2017-04-01},
booktitle = {COOL Chips},
address = {Yokohama, Japan},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00108,
title = {A Time-Division Multiplexing Ising Machine on FPGAs},
author = {Kasho Yamamoto and Weiqiang Huang and Shinya Takamaeda-Yamazaki and Masayuki Ikebe and Tetsuya Asai and Masato Motomura},
year  = {2017},
date = {2017-06-01},
booktitle = {International Symposium on Highly-Efficient Accelerators and Reconfigurable Technologies (HEART)},
address = {Bochum, Germany},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00103,
title = {A Versatile and Energy-Efficient Reconfigurable Accelerator for Embedded Microprocessors},
author = {Itaru Hida and Shinya Takamaeda-Yamazaki and Masayuki Ikebe and Masato Motomura and Tetsuya Asai},
year  = {2017},
date = {2017-07-01},
booktitle = {GI-CoRE GSQ, GSB, & IGM Joint Symposium -Quantum, Informatics, Biology, & Medicine -},
address = {Sapporo, Japan},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{ando_00015,
title = {Accelerating Deep Learning by Binarized Hardware},
author = {Shinya Takamaeda-Yamazaki and Kodai Ueyoshi and Kota Ando and Ryota Uematsu and Kazutoshi Hirose and Masayuki Ikebe and Tetsuya Asai and Masato Motomura},
year  = {2017},
date = {2017-12-01},
booktitle = {Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)},
address = {Kuala Lumpur, Malaysia},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@article{motomura_00013,
title = {An Energy-Efficient Dynamic Branch Predictor with a Two-Clock-Cycle Naive Bayes Classifier for Pipelined RISC Microprocessors},
author = {Itaru Hida and Shinya Takamaeda-Yamazaki and Masayuki Ikebe and Masato Motomura and Tetsuya Asai},
year  = {2017},
date = {2017-05-01},
journal = {Nonlinear Theory and Its Applications},
volume = {E8-N},
number = {3},
pages = {235-245},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@inproceedings{motomura_00124,
title = {An FPGA Realization of a Deep Convolutional Neural Network Using A Threshold Neuron Pruning},
author = {Tomoya Fujii and Shimpei Sato and Hiroki Nakahara and Masato Motomura},
year  = {2017},
date = {2017-04-01},
booktitle = {International Symposium on Applied Reconfigurable Computing (ARC)},
address = {Delft, Netherlands},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{ando_00022,
title = {BRein Memory: A 13-Layer 4.2 K Neuron/0.8 M Synapse Binary/Ternary Reconfigurable In-Memory Deep Neural Network Accelerator in 65 nm CMOS},
author = {Kota Ando and Kodai Ueyoshi and Kentaro Orimo and Haruyoshi Yonekawa and Shimpei Sato and Hiroki Nakahara and Masayuki Ikebe and Tetsuya Asai and Shinya Takamaeda-Yamazaki and Tadahiro Kuroda and Masato Motomura},
year  = {2017},
date = {2017-06-01},
booktitle = {Symposia on VLSI Technology and Circuits},
address = {Kyoto, Japan},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@article{hirao2017deformable,
title = {Deformable Part Model Based Arrhythmia Detection Using Time Domain Features},
author = {Yuuka Hirao and Yoshinori Takeuchi and Masaharu Imai and Jaehoon Yu},
year  = {2017},
date = {2017-01-01},
journal = {IEICE_J_FECACS},
volume = {100},
number = {11},
pages = {2221--2229},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@article{motomura_00015,
title = {Error Tolerance Analysis of Deep Learning Hardware Using Restricted Boltzmann Machine towards Low-Power Memory Implementation},
author = {Takao Marukame and Kodai Ueyoshi and Tetsuya Asai and Masato Motomura and Alexandre Schmid and Masamichi Suzuki and Yusuke Higashi and Yuichiro Mitani},
year  = {2017},
date = {2017-04-01},
journal = {IEEE Transactions on Circuits and Systems II},
volume = {64},
number = {4},
pages = {462-466},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@inproceedings{ando_00027,
title = {Exploring Optimized Accelerator Design for Binarized Convolutional Neural Networks},
author = {Kodai Ueyoshi and Kota Ando and Kentaro Orimo and Masayuki Ikebe and Tetsuya Asai and Masato Motomura},
year  = {2017},
date = {2017-05-01},
booktitle = {International Joint Conference on Neural Networks},
address = {Alaska, USA},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@article{thiem-acmtrets2017,
title = {Fast and Cycle-Accurate Emulation of Large-Scale Networks-on-Chip Using a Single FPGA},
author = {Thiem Van Chu and Shimpei Sato and Kenji Kise},
year  = {2017},
date = {2017-01-01},
journal = {ACM Transactions on Reconfigurable Technology and Systems (TRETS)},
volume = {10},
number = {4},
pages = {27:1--27:27},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@inproceedings{motomura_00110,
title = {Feature Extraction System Using Restricted Boltzmann Machines on FPGA},
author = {Kodai Ueyoshi and Takao Marukame and Tetsuya Asai and Masato Motomura and Alexandre Schmid},
year  = {2017},
date = {2017-05-01},
booktitle = {IEEE International Symposium on Circuits & Systems},
address = {Baltimore, USA},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00091,
title = {FPGA Implementation of Edge-Guided Pattern Generation for Motion-Vector Estimation of Textureless Objects (Demo Night)},
author = {Aoi Tanibata and Alexandre Schmid and Shinya Takamaeda-Yamazaki and Masayuki Ikebe and Masato Motomura and Tetsuya Asai},
year  = {2017},
date = {2017-09-01},
booktitle = {International Conference on Field-Programmable Logic and Applications (FPL)},
address = {Ghent, Belgium},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00102,
title = {Hardware Accelerator Design for Convolutional Neural Networks with Low Bit Precision},
author = {Kodai Ueyoshi and Masayuki Ikebe and Tetsuya Asai and Shinya Takamaeda-Yamazaki and Masato Motomura},
year  = {2017},
date = {2017-07-01},
booktitle = {GI-CoRE GSQ, GSB, & IGM Joint Symposium - Quantum, Informatics, Biology, & Medicine -},
address = {Sapporo, Japan},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{sugiura2017hardware,
title = {Hardware-Oriented Algorithm for Phase Synchronization Analysis of Biomedical Signals},
author = {Tomoki Sugiura and Jaehoon Yu and Yoshinori Takeuchi},
year  = {2017},
date = {2017-01-01},
booktitle = {IEEE_C_BCAS},
pages = {1--4},
note = {(被引用件数: 1)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{thiem-fccm2017,
title = {High-Performance Hardware Merge Sorter},
author = {Susumu Mashimo and Thiem Van Chu and Kenji Kise},
year  = {2017},
date = {2017-01-01},
booktitle = {IEEE International Symposium on Field-Programmable Custom Computing Machines (FCCM)},
pages = {1--8},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{ando_00020,
title = {In-Memory Area-Efficient Signal Streaming Processor Design for Binary Neural Networks},
author = {Kota Ando and Kodai Ueyoshi and Kazutoshi Hirose and Kentaro Orimo and Haruyoshi Yonekawa and Shimpei Sato and Hiroki Nakahara and Masayuki Ikebe and Shinya Takamaeda-Yamazaki and Tetsuya Asai and Tadahiro Kuroda and Masato Motomura},
year  = {2017},
date = {2017-08-01},
booktitle = {IEEE International Midwest Symposium on Circuits and Systems (MWSCAS)},
address = {Boston, USA},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{ando_00017,
title = {Logarithmic Compression for Memory Footprint Reduction in Neural Network Training},
author = {Kazutoshi Hirose and Ryota Uematsu and Kota Ando and Kentaro Orimo and Kodai Ueyoshi and Masayuki Ikebe and Tetsuya Asai and Shinya Takamaeda-Yamazaki and Masato Motomura},
year  = {2017},
date = {2017-11-01},
booktitle = {International Workshop on Computer Systems and Architectures (CSA)},
address = {Aomori, Japan},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00127,
title = {Low latency divider using ensemble of moving average curves},
author = {Yuhan Fu and Masayuki Ikebe and Takeshi Shimada and Masato Motomura and Tetsuya Asai},
year  = {2017},
date = {2017-03-01},
booktitle = {International Symposium on Quality Electronic Design (ISQED)},
address = {Santa Clara, USA},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{ando_00016,
title = {Quantization Error-based Regularization in Neural Networks},
author = {Kazutoshi Hirose and Kota Ando and Kodai Ueyoshi and Masayuki Ikebe and Tetsuya Asai and Masato Motomura and Shinya Takamaeda-Yamazaki},
year  = {2017},
date = {2017-12-01},
booktitle = {SGAI International Conference on Artificial Intelligence (SGAI)},
address = {Cambridge, England},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00082,
title = {Sign-Invariant Unsupervised Learning Facilitates Weighted-Sum Computation in Analog Neural-Network Devices},
author = {Itaru Hida and Kodai Ueyoshi and Shinya Takamaeda-Yamazaki and Masayuki Ikebe and Masato Motomura and Tetsuya Asai},
year  = {2017},
date = {2017-12-01},
booktitle = {International Symposium on Nonlinear Theory and Its Applications},
address = {Cancun, Mexico},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{ando_00028,
title = {Throughput Analysis of A Data-Flow Reconfigurable Array Architecture for Convolutional Neural Networks},
author = {Kota Ando and Kodai Ueyoshi and Kentaro Orimo and Masayuki Ikebe and Shinya Takamaeda-Yamazaki and Tetsuya Asai and Masato Motomura},
year  = {2017},
date = {2017-02-01},
booktitle = {RIEC International Symposium on Brain Functions and Brain Computer},
address = {Sendai, Japan},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00104,
title = {Time-Division Multiplexing},
author = {Kasho Yamamoto and Masayuki Ikebe and Tetsuya Asai and Masato Motomura and Shinya Takamaeda-Yamazaki},
year  = {2017},
date = {2017-07-01},
booktitle = {GI-CoRE GSQ, GSB, & IGM Joint Symposium - Quantum, Informatics, Biology, & Medicine -},
address = {Sapporo, Japan},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00146,
title = {[Invited] 3D Stacked Image Sensor Featuring Low Noise Inductive Coupling Channels},
author = {Masayuki Ikebe and Daisuke Uchida and Yasuhiro Take and Tetsuya Asai and Tadahiro Kuroda and Masato Motomura},
year  = {2016},
date = {2016-11-01},
booktitle = {International Workshop on Image Sensors and Imaging Systems},
address = {Tokyo, Japan},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@misc{motomura_00147,
title = {[Invited] AI and SoC},
author = {Masato Motomura},
year  = {2016},
date = {2016-11-01},
address = {IEEE Asian Solid-State Circuits Conference (Panel Session), Toyama, Japan},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@article{motomura_00021,
title = {3D Stacked Imager Featuring Inductive Coupling Channels for High Speed/Low-Noise Image Transfer},
author = {Masayuki Ikebe and Daisuke Uchida and Yasuhiro Take and Makito Someya and Satoshi Chikuda and Kento Matsuyama and Tetsuya Asai and Tadahiro Kuroda and Masato Motomura},
year  = {2016},
date = {2016-04-01},
journal = {ITE Transactions on Media Technology and Applications},
volume = {4},
number = {2},
pages = {142-148},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@inproceedings{motomura_00145,
title = {A Hardware Cellular-Automaton Architecture for Spatial Pattern Generation towards Motion-Vector Estimation of Textureless Objects},
author = {Aoi Tanibata and Miho Ushida and Alexandre Schmid and Masayuki Ikebe and Tetsuya Asai and Masato Motomura},
year  = {2016},
date = {2016-11-01},
booktitle = {International Symposium on Nonlinear Theory and its Applications},
address = {Shizuoka, Japan},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00142,
title = {A Memory-Based Realization of A Binarized Deep Convolutional Neural Network},
author = {Hiroki Nakahara and Haruyoshi Yonekawa and Tsutomu Sasao and Hisashi Iwamoto and Masato Motomura},
year  = {2016},
date = {2016-12-01},
booktitle = {International Conference on Field-Programmable Technology (FPT)},
address = {Xi'an, China},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{sugiura2016programmable,
title = {A Programmable Controller for Spatio-Temporal Pattern Stimulation of Cortical Visual Prosthesis},
author = {Tomoki Sugiura and Arif Ullah Khan and Jaehoon Yu and Yoshinori Takeuchi and Seiji Kameda and Takatsugu Kamata and Yuki Hayashida and Tetsuya Yagi and Masaharu Imai},
year  = {2016},
date = {2016-01-01},
booktitle = {IEEE_C_BCAS},
pages = {432--435},
note = {(被引用件数: 2)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00149,
title = {A Two-Clock-Cycle Naive Bayes Classifier for Dynamic Branch Prediction in Pipelined RISC Microprocessors},
author = {Itaru Hida and Masayuki Ikebe and Tetsuya Asai and Masato Motomura},
year  = {2016},
date = {2016-10-01},
booktitle = {IEEE Asia Pacific Conference on Circuits and Systems},
address = {Jeju, Korea},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00143,
title = {An FPGA-Optimized Architecture of Anti-Aliasing Based Super Resolution for Real-time HDTV to 4K- and 8K-UHD Conversions},
author = {Hotaka Kusano and Masayuki Ikebe and Tetsuya Asai and Masato Motomura},
year  = {2016},
date = {2016-11-01},
booktitle = {International Conference on Reconfigurable Computing and FPGAs},
address = {Cancun, Mexico},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{hirao2016arrhythmia,
title = {Arrhythmia Detection Using a Deformable Part Model and Time Domain Features},
author = {Yuuka Hirao and Jaehoon Yu and Yoshinori Takeuchi and Masaharu Imai},
year  = {2016},
date = {2016-01-01},
pages = {94--99},
note = {(Student Best Paper Award)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@misc{motomura_00151,
title = {Cognitive Motion Processing in Imager/Neural Processor 3D Stacked Systems},
author = {Tetsuya Asai and Masayuki Ikebe and Masato Motomura},
year  = {2016},
date = {2016-10-01},
address = {Japan-Korea Joint Workshop on Complex Communication Sciences, Busan, Korea},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}

@inproceedings{平尾優香2016ecg,
title = {ECG の可変形状モデルに基づく不整脈検出アルゴリズム (スマートインフォメディアシステム)},
author = {平尾優香 and 劉載勲 and 武内良典 and 今井正治},
year  = {2016},
date = {2016-01-01},
booktitle = {電子情報通信学会技術研究報告= IEICE technical report: 信学技報},
volume = {115},
number = {505},
pages = {25--30},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{ando_00029,
title = {FPGA Architecture for Feed-Forward Sequential Memory Network Targeting Long-Term Time-Series Forecasting},
author = {Kentaro Orimo and Kota Ando and Kodai Ueyoshi and Masayuki Ikebe and Tetsuya Asai and Masato Motomura},
year  = {2016},
date = {2016-11-01},
booktitle = {International Conference on Reconfigurable Computing and FPGAs},
address = {Cancun, Mexico},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@article{motomura_00017,
title = {FPGA Implementation of A Scalable and Highly Parallel Architecture for Restricted Boltzmann Machines},
author = {Kodai Ueyoshi and Takao Marukame and Tetsuya Asai and Masato Motomura and Alexandre Schmid},
year  = {2016},
date = {2016-07-01},
journal = {Circuits and Systems},
volume = {7},
number = {9},
pages = {2132-2141},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@article{motomura_00016,
title = {FPGA-Based Stream Processing for Frequent Itemset Mining with Incremental Multiple Hashes},
author = {Kasho Yamamoto and Masayuki Ikebe and Tetsuya Asai and Masato Motomura},
year  = {2016},
date = {2016-08-01},
journal = {Circuits and Systems},
volume = {7},
number = {10},
pages = {3299-3309},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@inproceedings{motomura_00168,
title = {Hardware Architecture for Online Frequent Items Mining with Memory-Efficient Data Structure},
author = {Kasho Yamamoto and Tetsuya Asai and Masato Motomura},
year  = {2016},
date = {2016-04-01},
booktitle = {COOL Chips XIX},
address = {Yokohama, Japan},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{mitsunari2016influence,
title = {Influence of Numerical Precision on Machine Learning and Embedded Systems},
author = {Koichi Mitsunari and Jaehoon Yu},
year  = {2016},
date = {2016-01-01},
booktitle = {C_SISA},
pages = {164--169},
note = {(被引用件数: 4)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00161,
title = {Memory-Error Tolerance of Scalable and Highly Parallel Architecture for Restricted Boltzmann Machines in Deep Belief Network},
author = {Kodai Ueyoshi and Takao Marukame and Tetsuya Asai and Masato Motomura and Alexandre Schmid},
year  = {2016},
date = {2016-05-01},
booktitle = {IEEE International Symposium on Circuits and Systems},
address = {Montreal, Canada},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@article{motomura_00019,
title = {Motion Vector Estimation of Textureless Objects Exploiting Reaction-Diffusion Cellular Automata},
author = {Miho Ushida and Alexandre Schmid and Tetsuya Asai and Kazuyoshi Ishimura and Masato Motomura},
year  = {2016},
date = {2016-07-01},
journal = {International Journal of Unconventional Computing},
volume = {12},
number = {2-3},
pages = {169-187},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@inproceedings{motomura_00158,
title = {Motion-Vector Estimation and Cognitive Classification on An Image Sensor/Processor 3D Stacked System Featuring ThruChip Interfaces},
author = {Tetsuya Asai and Masafumi Mori and Toshiyuki Itou and Yasuhiro Take and Masayuki Ikebe and Tadahiro Kuroda and Masato Motomura},
year  = {2016},
date = {2016-09-01},
booktitle = {European Solid-State Circuits Conference},
address = {Lausanne, Switzerland},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{mitsunari2016object,
title = {Object Tracking based on Path Similarity of Boosted Decision Trees},
author = {Koichi Mitsunari and Jaehoon Yu and Yoshinori Takeuchi and Masaharu Imai},
year  = {2016},
date = {2016-01-01},
pages = {563--566},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{kawabe2016proposal,
title = {Proposal of An Efficient Clock-Gating Mechanism for Multi-Core Processors to Reduce Power Supply Noise},
author = {Jun Kawabe and Yoshinori Takeuchi and Jaehoon Yu and Masaharu Imai},
year  = {2016},
date = {2016-01-01},
booktitle = {Workshop on Synthesis And System Integration of Mixed Information technologies},
pages = {178--183},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{ando_00030,
title = {Reconfigurable Processor Array Architecture for Deep Convolutional Neural Networks},
author = {Kota Ando and Kentaro Orimo and Kodai Ueyoshi and Masayuki Ikebe and Tetsuya Asai and Masato Motomura},
year  = {2016},
date = {2016-10-01},
booktitle = {Workshop on Synthesis And System Integration of Mixed Information Technologies},
address = {Kyoto, Japan},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00150,
title = {Reconfigurable Processor Array Architecture for Deep Convolutional Neural Networks},
author = {Kota Ando and Kentaro Orimo and Kodai Ueyoshi and Masayuki Ikebe and Tetsuya Asai and Masato Motomura},
year  = {2016},
date = {2016-10-01},
booktitle = {Workshop on Synthesis And System Integration of Mixed Information Technologies},
address = {Kyoto, Japan},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@article{motomura_00018,
title = {Robustness of Hardware-Oriented Restricted Boltzmann Machines in Deep Belief Networks for Reliable Processing},
author = {Kodai Ueyoshi and Takao Marukame and Tetsuya Asai and Masato Motomura and Alexandre Schmid},
year  = {2016},
date = {2016-07-01},
journal = {Nonlinear Theory and Its Applications},
volume = {E7-N},
number = {3},
pages = {395-406},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@article{motomura_00020,
title = {Stochastic Resonance Induced by Internal Noise in A Unidirectional Network of Excitable FitzHugh-Nagumo Neurons},
author = {Kazuyoshi Ishimura and Alexandre Schmid and Tetsuya Asai and Masato Motomura},
year  = {2016},
date = {2016-04-01},
journal = {Nonlinear Theory and Its Applications},
volume = {7},
number = {2},
pages = {164-175},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@inproceedings{aliwarga2016system,
title = {System Design of Vision-based Framework for Senior Driver Assistance},
author = {Eric Aliwarga and Koichi Mitsunari and Jaehoon Yu and Takao Onoye and Toshitaka Azuma and Mitsuhiko Koga},
year  = {2016},
date = {2016-01-01},
booktitle = {Workshop on Synthesis And System Integration of Mixed Information technologies},
pages = {77--80},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{thiem-nocs2016,
title = {The Synchronous vs. Asynchronous NoC Routers: An Apple-to-Apple Comparison between Synchronous and Transition Signaling Asynchronous Designs},
author = {Masashi Imai and Thiem Van Chu and Kenji Kise and Tomohiro Yoneda},
year  = {2016},
date = {2016-01-01},
booktitle = {IEEE/ACM International Symposium on Networks-on-Chip (NOCS)},
pages = {1--8},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{koga2016vision,
title = {Vision-based Comprehensive Framework for Senior Driver Assistance},
author = {Mitsuhiko Koga and Takao Onoye and Jaehoon Yu and Toshitaka Azuma and Eric Aliwarga},
year  = {2016},
date = {2016-01-01},
booktitle = {ERTICO},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{武内良典2016心疾患発症を検出するための就寝時心電計測システムの提案,
title = {心疾患発症を検出するための就寝時心電計測システムの提案},
author = {武内良典 and 劉載勲 and 今井正治 and others},
year  = {2016},
date = {2016-01-01},
booktitle = {研究報告システム・アーキテクチャ (ARC)},
volume = {2016},
number = {37},
pages = {1--6},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{川部純2016電源ノイズ削減のためのマルチコアプロセッサ向けクロックゲーティング機構の提案,
title = {電源ノイズ削減のためのマルチコアプロセッサ向けクロックゲーティング機構の提案},
author = {川部純 and 武内良典 and 劉載勲 and 今井正治 and others},
year  = {2016},
date = {2016-01-01},
booktitle = {DA シンポジウム 2016 論文集},
volume = {2016},
number = {29},
pages = {151--156},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{sugiura2015low,
title = {A Low-Energy ASIP with Flexible Exponential Golomb Codec for Lossless Data Compression toward Artificial Vision Systems},
author = {Tomoki Sugiura and Jaehoon Yu and Yoshinori Takeuchi and Masaharu Imai},
year  = {2015},
date = {2015-01-01},
pages = {97--100},
note = {(被引用件数: 4)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00181,
title = {A New Architecture for Feature Extraction to Perform Machine Learning by Using Motion Vectors and Its Implementation in An FPGA},
author = {Toshiyuki Itou and Masafumi Mori and Masayuki Ikebe and Tetsuya Asai and Tadahiro Kuroda and Masato Motomura},
year  = {2015},
date = {2015-02-01},
booktitle = {RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing},
address = {Kuala Lumpur, Malaysia},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00183,
title = {A Reaction-Diffusion Algorithm for Texture Generation towards Motion-Vector Estimation of Textureless-Objects},
author = {Miho Ushida and Kazuyoshi Ishimura and Tetsuya Asai and Masato Motomura},
year  = {2015},
date = {2015-02-01},
booktitle = {RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing},
address = {Kuala Lumpur, Malaysia},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00179,
title = {An Accelerator for Frequent Itemset Mining from Data Stream with Parallel Item Tree},
author = {Kasho Yamamoto and Eric S Fukuda and Tetsuya Asai and Masato Motomura},
year  = {2015},
date = {2015-03-01},
booktitle = {Workshop on Synthesis And System Integration of Mixed Information Technologies},
address = {Yilan, Taiwan},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@article{motomura_00022,
title = {Crosstalk Rejection in 3D-Stacked Inter-Chip Communication with Blind Source Separation},
author = {Kamal El-Sankary and Tetsuya Asai and Tadahiro Kuroda and Masato Motomura},
year  = {2015},
date = {2015-08-01},
journal = {IEEE Transactions on Circuits and Systems II},
volume = {62},
number = {8},
pages = {726-730},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@inproceedings{aliwarga2015design,
title = {Design of Generic Hardware for Soft Cascade-Based Linear SVM Classification},
author = {Eric Aliwarga and Jaehoon Yu and Masahide Hatanaka and Takao Onoye},
year  = {2015},
date = {2015-01-01},
pages = {257--262},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@article{motomura_00025,
title = {Enhancing Memcached by Caching its Data and Functionalities at Network Interface},
author = {Eric S Fukuda and Hiroaki Inoue and Takashi Takenaka and Dahoo Kim and Tsunaki Sadahisa and Tetsuya Asai and Masato Motomura},
year  = {2015},
date = {2015-03-01},
journal = {IPSJ Journal},
volume = {56},
number = {3},
pages = {143-152},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@article{motomura_00023,
title = {FPGA Implementation of Hardware-Oriented Reaction-Diffusion Cellular Automata Models},
author = {Kazuyoshi Ishimura and Katsuro Komuro and Alexandre Schmid and Tetsuya Asai and Masato Motomura},
year  = {2015},
date = {2015-04-01},
journal = {Nonlinear Theory and Its Applications},
volume = {6},
number = {2},
pages = {252-262},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@inproceedings{motomura_00174,
title = {Image Sensor/Digital Logic 3D Stacked Module Featuring Inductive Coupling Channels for High Speed/Low-Noise Image Transfer},
author = {Masayuki Ikebe and Daisuke Uchida and Yasuhiro Take and Makito Someya and Satoshi Chikuda and Kento Matsuyama and Tetsuya Asai and Tadahiro Kuroda and Masato Motomura},
year  = {2015},
date = {2015-06-01},
booktitle = {Symposia on VLSI Technology and Circuits},
address = {Kyoto, Japan},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00169,
title = {Motion Vector Estimation of Textureless Objects Exploiting Reaction-Diffusion Cellular Automata},
author = {Miho Ushida and Kazuyoshi Ishimura and Alexandre Schmid and Tetsuya Asai and Masato Motomura},
year  = {2015},
date = {2015-12-01},
booktitle = {International Symposium on Nonlinear Theory and its Applications},
address = {Hong Kong, China},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00182,
title = {Scalable and Highly-Parallel Architecture for Restricted Boltzmann Machines},
author = {Kodai Ueyoshi and Tetsuya Asai and Masato Motomura},
year  = {2015},
date = {2015-02-01},
booktitle = {RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing},
address = {Kuala Lumpur, Malaysia},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@article{motomura_00024,
title = {Through Chip Interface Based Three-Dimensional FPGA Architecture Exploration},
author = {Li-Chung Hsu and Masato Motomura and Yasuhiro Take and Tadahiro Kuroda},
year  = {2015},
date = {2015-04-01},
journal = {IEICE Transactions on Electronics},
volume = {E98-C},
number = {4},
pages = {288-297},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@inproceedings{武内良典2015就寝時心電取得のための無意識生体電位計測システムの提案,
title = {就寝時心電取得のための無意識生体電位計測システムの提案},
author = {武内良典 and 劉載勲 and 山中達哉 and 関根正樹 and 今井正治 and others},
year  = {2015},
date = {2015-01-01},
booktitle = {研究報告組込みシステム (EMB)},
volume = {2015},
number = {44},
pages = {1--6},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00190,
title = {A 4.5 to 13 Times Energy-Efficient Embedded Microprocessor with Mainly-Static/Partially-Dynamic Reconfigurable Array Accelerator},
author = {Itaru Hida and Dahoo Kim and Tetsuya Asai and Masato Motomura},
year  = {2014},
date = {2014-11-01},
booktitle = {Asian Solid-State Circuits Conference},
address = {KaoHsiung, Taiwan},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00189,
title = {A Study of Transparent On-Chip Instruction Cache for NV Microcontrollers},
author = {Dahoo Kim and Itaru Hida and Eric S Fukuda and Tetsuya Asai and Masato Motomura},
year  = {2014},
date = {2014-11-01},
booktitle = {International Conference on Advances in Circuits, Electronics and Micro-electronics},
address = {Lisbon, Portugal},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00185,
title = {Achieving Higher Performance of Memcached by Caching at Network Interface},
author = {Eric S Fukuda and Hiroaki Inoue and Takashi Takenaka and Dahoo Kim and Tsunaki Sadahisa and Tetsuya Asai and Masato Motomura},
year  = {2014},
date = {2014-12-01},
booktitle = {International Conference on Field Programmable Technology (FPT)},
address = {Shanghai, China},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{sugiura2014efficient,
title = {An Efficient Data Compression Method for Artificial Vision Systems and Its Low Energy Implementation Using ASIP Technology},
author = {Tomoki Sugiura and Shoko Nakatsuka and Jaehoon Yu and Yoshinori Takeuchi and Masaharu Imai},
year  = {2014},
date = {2014-01-01},
booktitle = {IEEE_C_BCAS},
pages = {81--84},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@article{motomura_00027,
title = {Application of Nonlinear Systems for Designing Low-Power Logic Gates Based on Stochastic Resonance},
author = {Gonzalez-Carabarin Lizeth and Tetsuya Asai and Masato Motomura},
year  = {2014},
date = {2014-10-01},
journal = {Nonlinear Theory and Its Applications},
volume = {5},
number = {4},
pages = {445-455},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@inproceedings{motomura_00195,
title = {Caching Memcached at Reconfigurable Network Interface},
author = {Eric S Fukuda and Hiroaki Inoue and Takashi Takenaka and Dahoo Kim and Tsunaki Sadahisa and Tetsuya Asai and Masato Motomura},
year  = {2014},
date = {2014-09-01},
booktitle = {International Conference on Field Programmable Logic and Applications (FPL)},
address = {Munich, Germany},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00193,
title = {Dual-Rail Asynchronous Pipeline Based on Stochastic Resonance Logic Gates},
author = {Gonzalez-Carabarin Lizeth and Tetsuya Asai and Masato Motomura},
year  = {2014},
date = {2014-09-01},
booktitle = {International Symposium on Nonlinear Theory and its Applications},
address = {Luzern, Switzerland},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00208,
title = {FPGA Implementation of A Memory-Efficient Stereo Vision Algorithm Based on 1-D Guided Filtering},
author = {Yuki Sanada and Katsuki Ohata and Tetsuro Ogaki and Kento Matsuyama and Takanori Ohira and Satoshi Chikuda and Masaki Igarashi and Tadahiro Kuroda and Masayuki Ikebe and Tetsuya Asai and Masato Motomura},
year  = {2014},
date = {2014-02-01},
booktitle = {International Conference on Circuits, Systems, and Control},
address = {Interlaken, Switzerland},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00207,
title = {FPGA-Based Design for Motion-Vector Estimation Exploiting High-Speed Imaging and Its Application to Machine Learning},
author = {Masafumi Mori and Toshiyuki Itou and Masayuki Ikebe and Tetsuya Asai and Tadahiro Kuroda and Masato Motomura},
year  = {2014},
date = {2014-02-01},
booktitle = {RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing},
address = {Honolulu, U.S.A.},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@article{motomura_00029,
title = {FPGA-Based Design for Motion-Vector Estimation Exploiting High-Speed Imaging and Its Application to Motion Classification with Neural Networks},
author = {Masafumi Mori and Toshiyuki Itou and Masayuki Ikebe and Tetsuya Asai and Tadahiro Kuroda and Masato Motomura},
year  = {2014},
date = {2014-07-01},
journal = {Journal of Signal Processing},
volume = {18},
number = {4},
pages = {165-168},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@inproceedings{motomura_00192,
title = {Hardware Architecture for Accelerating Key-Value Retrieval Implemented on FPGA},
author = {Dahoo Kim and Eric S Fukuda and Tsunaki Sadahisa and Tetsuya Asai and Masato Motomura},
year  = {2014},
date = {2014-10-01},
booktitle = {Japan-Korea Joint Workshop on Complex Communication Sciences},
address = {Busan, Korea},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@article{motomura_00028,
title = {Image Steganography Based on Reaction Diffusion Models toward Hardware Implementation},
author = {Kazuyoshi Ishimura and Katsuro Komuro and Alexandre Schmid and Tetsuya Asai and Masato Motomura},
year  = {2014},
date = {2014-10-01},
journal = {Nonlinear Theory and Its Applications},
volume = {5},
number = {4},
pages = {456-465},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@article{motomura_00030,
title = {Low-Power Asynchronous Digital Pipeline Based on Mismatch-Tolerant Logic Gates},
author = {Gonzalez-Carabarin Lizeth and Tetsuya Asai and Masato Motomura},
year  = {2014},
date = {2014-07-01},
journal = {IEICE Electronics Express},
volume = {11},
number = {15},
pages = {20140632/1-9},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@inproceedings{miyamoto2014normalized,
title = {Normalized Channel Features for Accurate Pedestrian Detection},
author = {Ryusuke Miyamoto and Jaehoon Yu and Takao Onoye},
year  = {2014},
date = {2014-01-01},
booktitle = {International Symposium on Communications, Control and Signal Processing},
pages = {582--585},
note = {(被引用件数: 4)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@article{motomura_00026,
title = {Reducing Power and Energy Consumption of Nonvolatile Microcontrollers with Transparent On-Chip Instruction Cache},
author = {Dahoo Kim and Itaru Hida and Eric S Fukuda and Tetsuya Asai and Masato Motomura},
year  = {2014},
date = {2014-10-01},
journal = {Circuits and Systems},
volume = {5},
number = {11},
pages = {253-264},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@inproceedings{motomura_00194,
title = {Stochastic Resonance in A Unidirectional Network of Nonlinear Oscillators Driven by Internal Noise},
author = {Kazuyoshi Ishimura and Katsuro Komuro and Alexandre Schmid and Tetsuya Asai and Masato Motomura},
year  = {2014},
date = {2014-09-01},
booktitle = {International Symposium on Nonlinear Theory and its Applications},
address = {Luzern, Switzerland},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{由井暁大2014コンパイラ生成のための,
title = {コンパイラ生成のための ASIP 必要命令セット判定手法},
author = {由井暁大 and 劉載勲 and 武内良典 and 今井正治 and others},
year  = {2014},
date = {2014-01-01},
booktitle = {DA シンポジウム 論文集},
volume = {2014},
pages = {151--156},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{竹内一貴2014ソフトカスケードを用いた,
title = {ソフトカスケードを用いた SVM 識別器の専用ハードウェア実装 (スマートインフォメディアシステム)},
author = {竹内一貴 and 劉載勲 and 宮本龍介 and 尾上孝雄},
year  = {2014},
date = {2014-01-01},
booktitle = {電子情報通信学会技術研究報告= IEICE technical report: 信学技報},
volume = {113},
number = {467},
pages = {17--22},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{岩崎裕也2014回転変化に対する耐性を持つ画像認識のための特徴抽出手法,
title = {回転変化に対する耐性を持つ画像認識のための特徴抽出手法 (スマートインフォメディアシステム)},
author = {岩崎裕也 and 劉載勲 and 宮本龍介 and 尾上孝雄},
year  = {2014},
date = {2014-01-01},
booktitle = {電子情報通信学会技術研究報告= IEICE technical report: 信学技報},
volume = {113},
number = {467},
pages = {63--68},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{山下智博2014圧縮センシングに基づく超解像処理の高速化,
title = {圧縮センシングに基づく超解像処理の高速化 (信号処理)},
author = {山下智博 and 劉載勲 and 武内良典 and 今井正治},
year  = {2014},
date = {2014-01-01},
booktitle = {電子情報通信学会技術研究報告= IEICE technical report: 信学技報},
volume = {114},
number = {124},
pages = {75--80},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00213,
title = {A Restricted Dynamically Reconfigurable Architecture for Low Power Processors},
author = {Takeshi Hirao and Dahoo Kim and Itaru Hida and Tetsuya Asai and Masato Motomura},
year  = {2013},
date = {2013-12-01},
booktitle = {International Conference on ReConFigurable Computing and FPGAs},
address = {Cancun, Mexico},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00218,
title = {A Restricted Dynamically Reconfigurable Architecture for Low Power Processors},
author = {Takeshi Hirao and Dahoo Kim and Itaru Hida and Tetsuya Asai and Masato Motomura},
year  = {2013},
date = {2013-10-01},
booktitle = {Workshop on Synthesis And System Integration of Mixed Information Technologies},
address = {Sapporo, Japan},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@article{yu2013speed,
title = {A Speed-Up Scheme Based on Multiple-Instance Pruning for Pedestrian Detection Using A Support Vector Machine},
author = {Jaehoon Yu and Ryusuke Miyamoto and Takao Onoye},
year  = {2013},
date = {2013-01-01},
volume = {22},
number = {12},
pages = {4752--4761},
note = {(IF: 5.071, 被引用件数: 9)},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@inproceedings{motomura_00222,
title = {Asynchronous Digital Circuit Design Using Noise-Driven Stochastic Gates},
author = {Gonzalez-Carabarin Lizeth and Tetsuya Asai and Masato Motomura},
year  = {2013},
date = {2013-09-01},
booktitle = {International Symposium on Nonlinear Theory and its Applications},
address = {Santa Fe, U.S.A.},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00236,
title = {C-Based Adaptive Stream Processing on Dynamically Reconfigurable Hardware: Window Join Case Study},
author = {Eric S Fukuda and Hideyuki Kawashima and Hiroaki Inoue and Taro Fujii and Koichiro Furuta and Tetsuya Asai and Masato Motomura},
year  = {2013},
date = {2013-03-01},
booktitle = {International Symposium on Applied Reconfigurable Computing (ARC)},
address = {Los Angeles, U.S.A.},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@article{motomura_00034b,
title = {C-Based Complex Event Processing on Reconfigurable Hardware},
author = {Hiroaki Inoue and Takashi Takenaka and Masato Motomura},
year  = {2013},
date = {2013-04-01},
journal = {IEEE Transactions on Very Large Scale Integration Systems},
volume = {21},
number = {5},
pages = {971-974},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@article{motomura_00032b,
title = {C-Based Design of Window Join for Dynamically Reconfigurable Hardware},
author = {Eric S Fukuda and Hideyuki Kawashima and Hiroaki Inoue and Tetsuya Asai and Masato Motomura},
year  = {2013},
date = {2013-11-01},
journal = {Journal of Computer Science and Engineering},
volume = {20},
number = {2},
pages = {1-9},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@article{motomura_00031b,
title = {Chaotic Resonance in Forced Chua's Oscillators},
author = {Kazuyoshi Ishimura and Tetsuya Asai and Masato Motomura},
year  = {2013},
date = {2013-11-01},
journal = {Journal of Signal Processing},
volume = {17},
number = {6},
pages = {231-238},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@article{yu2013cohog,
title = {CoHOG 特徴を用いた歩行者検出の確率的サンプリングに基づく高速化},
author = {劉載勲 and 宮本龍介 and 尾上孝雄},
year  = {2013},
date = {2013-01-01},
journal = {画像電子学会誌},
volume = {42},
number = {1},
pages = {30--40},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@inproceedings{motomura_00228,
title = {Exploiting Hardware Reconfigurability on Window Join},
author = {Eric S Fukuda and Hideyuki Kawashima and Hiroaki Inoue and Tetsuya Asai and Masato Motomura},
year  = {2013},
date = {2013-07-01},
booktitle = {International Conference on High Performance Computing & Simulation},
address = {Helsinki, Finland},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00219,
title = {FPGA Implementation of 60-FPS QVGA-to-VGA Single-Image Super Resolution},
author = {Satoshi Chikuda and Takanori Ohira and Yuki Sanada and Masaki Igarashi and Masayuki Ikebe and Tetsuya Asai and Masato Motomura},
year  = {2013},
date = {2013-09-01},
booktitle = {International Conference on Solid State Devices and Materials},
address = {Fukuoka, Japan},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@article{motomura_00033b,
title = {FPGA Implementation of Single-Image Super Resolution Based on Frame-Bufferless Box Filtering},
author = {Yuki Sanada and Takanori Ohira and Satoshi Chikuda and Masaki Igarashi and Masayuki Ikebe and Tetsuya Asai and Masato Motomura},
year  = {2013},
date = {2013-07-01},
journal = {Journal of Signal Processing},
volume = {17},
number = {4},
pages = {111-114},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@inproceedings{motomura_00237,
title = {FPGA Implementation of Single-Image Super Resolution Based on Frame-Bufferless Box Filtering},
author = {Yuki Sanada and Takanori Ohira and Satoshi Chikuda and Masaki Igarashi and Masayuki Ikebe and Tetsuya Asai and Masato Motomura},
year  = {2013},
date = {2013-03-01},
booktitle = {RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing},
address = {The Island of Hawaii, U.S.A.},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00214,
title = {Hardware-Oriented Stereo Vision Algorithm Based on 1-D Guided Filtering and Its FPGA Implementation},
author = {Katsuki Ohata and Yuki Sanada and Tetsuro Ogaki and Kento Matsuyama and Takanori Ohira and Satoshi Chikuda and Masaki Igarashi and Masayuki Ikebe and Tetsuya Asai and Masato Motomura and Tadahiro Kuroda},
year  = {2013},
date = {2013-12-01},
booktitle = {IEEE International Conference on Electronics, Circuits, and Systems},
address = {Abu Dhabi, UAE},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00217,
title = {High Level Synthesis with Stream Query to C Parser: Eliminating Hardware Development Difficulties for Software Developers},
author = {Eric S Fukuda and Takashi Takenaka and Hiroaki Inoue and Hideyuki Kawashima and Tetsuya Asai and Masato Motomura},
year  = {2013},
date = {2013-10-01},
booktitle = {Workshop on Synthesis And System Integration of Mixed Information Technologies},
address = {Sapporo, Japan},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00223,
title = {Image steganography based on hardware-oriented reaction-diffusion models},
author = {Kazuyoshi Ishimura and Alexandre Schmid and Tetsuya Asai and Masato Motomura},
year  = {2013},
date = {2013-09-01},
booktitle = {International Symposium on Nonlinear Theory and its Applications},
address = {Santa Fe, U.S.A.},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00227,
title = {Image Steganography on Digital Reaction-Diffusion Processor},
author = {Kazuyoshi Ishimura and Alexandre Schmid and Tetsuya Asai and Masato Motomura},
year  = {2013},
date = {2013-07-01},
booktitle = {Nonlinear Dynamics of Electronic Systems},
address = {Bari, Italy},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00226,
title = {Towards Asynchronous Digital Circuit Design Based on Stochastic Resonance},
author = {Gonzalez-Carabarin Lizeth and Tetsuya Asai and Masato Motomura},
year  = {2013},
date = {2013-07-01},
booktitle = {International Conference on Nanoenergy},
address = {Perugia, Italy},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{百谷2013狭帯域ボディエリアネットワーク向け命令セットプロセッサの提案,
title = {狭帯域ボディエリアネットワーク向け命令セットプロセッサの提案},
author = {百谷和幸 and 劉載勲 and 武内良典 and 今井正治},
year  = {2013},
date = {2013-01-01},
booktitle = {IEEE COMS 関西チャプタ 学生研究発表会},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00249,
title = {A Memristor-Based Synaptic Device Having an Asymmetric STDP Time Window},
author = {Taku Adachi and Tetsuya Asai and Masato Motomura},
year  = {2012},
date = {2012-03-01},
booktitle = {RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing},
address = {Honolulu, U.S.A.},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00250,
title = {Chaotic Resonance in Forced Chua's Oscillator},
author = {Kazuyoshi Ishimura and Tetsuya Asai and Masato Motomura},
year  = {2012},
date = {2012-03-01},
booktitle = {RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing},
address = {Honolulu, U.S.A.},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@article{motomura_00035b,
title = {Excitable Reaction-Diffusion Media with Memristors},
author = {Xiyuan Gong and Tetsuya Asai and Masato Motomura},
year  = {2012},
date = {2012-07-01},
journal = {Journal of Signal Processing},
volume = {16},
number = {4},
pages = {283-286},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@inproceedings{motomura_00251,
title = {Excitable Reaction-Diffusion Media with Memristors},
author = {Xiyuan Gong and Tetsuya Asai and Masato Motomura},
year  = {2012},
date = {2012-03-01},
booktitle = {RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing},
address = {Honolulu, U.S.A.},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@article{motomura_00037b,
title = {Impact of Noise on Spike Transmission through Serially-Connected Electrical FitzHugh-Nagumo Circuits with Subthreshold and Suprathreshold Interconductances},
author = {Gonzalez-Carabarin Lizeth and Tetsuya Asai and Masato Motomura},
year  = {2012},
date = {2012-03-01},
journal = {Journal of Signal Processing},
volume = {16},
number = {6},
pages = {503-509},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@inproceedings{motomura_00246,
title = {Noise Impact on Spike Transmission through Serially-Connected Electrical FitzHugh-Nagumo Model with Subthreshold and Suprathreshold Interconductances},
author = {Gonzalez-Carabarin Lizeth and Tetsuya Asai and Masato Motomura},
year  = {2012},
date = {2012-05-01},
booktitle = {International Conference On Cognitive and Neural Systems},
address = {Boston, U.S.A.},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00253,
title = {Noise-Assisted Spike Transmission on An Array of Electrical FitzHugh-Nagumo Models},
author = {Gonzalez-Carabarin Lizeth and Tetsuya Asai and Masato Motomura},
year  = {2012},
date = {2012-03-01},
booktitle = {RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing},
address = {Honolulu, U.S.A.},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@article{motomura_00036b,
title = {Noise-Induced Phase Synchronization among Simple Digital Counters},
author = {Masakazu Matsuura and Tetsuya Asai and Masato Motomura},
year  = {2012},
date = {2012-07-01},
journal = {Journal of Signal Processing},
volume = {16},
number = {4},
pages = {279-282},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@inproceedings{motomura_00252,
title = {Noise-Induced Phase Synchronization in Digital Counters},
author = {Masakazu Matsuura and Tetsuya Asai and Masato Motomura},
year  = {2012},
date = {2012-03-01},
booktitle = {RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing},
address = {Honolulu, U.S.A.},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{yu2012pedestrian,
title = {Pedestrian Localization Using CoHOG-based Detection and HSV-based Tracking},
author = {Jaehoon Yu and Ryusuke Miyamoto and Takao Onoye and Hiroki Sugano and Yukihiro Nakamura},
year  = {2012},
date = {2012-01-01},
booktitle = {C_ITC-CSCC},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00245,
title = {Reaction-Diffusion Media with Excitable Oregonators Coupled by Memristors},
author = {Xiyuan Gong and Tetsuya Asai and Masato Motomura},
year  = {2012},
date = {2012-08-01},
booktitle = {International Workshop on Cellular Nanoscale Networks and their Applications (Memristor and Memristive Symposium)},
address = {Turin, Italy},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00244,
title = {Spatio-Temporal Pattern Formation on Memristive Reaction-Diffusion Systems},
author = {Xiyuan Gong and Tetsuya Asai and Masato Motomura},
year  = {2012},
date = {2012-09-01},
booktitle = {Asia Conference on Nanoscience and Nanotechnology},
address = {Yunnan, China},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00242,
title = {Spike Propagation in Excitable Systems Enhanced by Membrane-Potential-Dependent Noise},
author = {Gonzalez-Carabarin Lizeth and Tetsuya Asai and Masato Motomura},
year  = {2012},
date = {2012-10-01},
booktitle = {International Symposium on Nonlinear Theory and its Applications},
address = {Majorca, Spain},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00243,
title = {Spike Transmission in Locally Coupled Excitable Circuits Enhanced by Membrane-Potential-Dependent Noise},
author = {Gonzalez-Carabarin Lizeth and Tetsuya Asai and Masato Motomura},
year  = {2012},
date = {2012-09-01},
booktitle = {Asia Conference on Nanoscience and Nanotechnology 2012},
address = {Yunnan, China},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{劉載勲2012メトロポリス,
title = {メトロポリス・ヘイスティングス法を用いた物体検出手法の並列化検討},
author = {劉載勲 and 宮本龍介 and 尾上孝雄},
year  = {2012},
date = {2012-01-01},
booktitle = {電子情報通信学会技術研究報告. SIS, スマートインフォメディアシステム},
volume = {111},
number = {457},
pages = {123--128},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00262,
title = {20Gbps C-Based Complex Event Processing},
author = {Hiroaki Inoue and Takashi Takenaka and Masato Motomura},
year  = {2011},
date = {2011-09-01},
booktitle = {International Conference on Field Programmable Logic and Applications (FPL)},
address = {Crete, Greece},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura_00261,
title = {A Subthreshold Memory Cell Utilizing Nonlinear Characteristics of Positive-Feedback Operational Transconductance Amplifier},
author = {Kazunori Yoshida and Tetsuya Asai and Masato Motomura},
year  = {2011},
date = {2011-11-01},
booktitle = {Kyoto Workshop on NOLTA},
address = {Kyoto, Japan},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@article{motomura_00038b,
title = {Test Compression for Dynamically Reconfigurable Processors},
author = {Hiroaki Inoue and Junya Yamada and Hideyuki Yoneda and Katsumi Togawa and Masato Motomura and Koichiro Furuta},
year  = {2011},
date = {2011-12-01},
journal = {ACM Transactions on Reconfigurable Technology and Systems (TRETS)},
volume = {4},
number = {4},
pages = {40:1-15},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@inproceedings{motomura_00268,
title = {Time and Space-Multiplexed Compilation Challenge for Dynamically Reconfigurable Processors},
author = {Takao Toi and Toru Awashima and Masato Motomura and Hideharu Amano},
year  = {2011},
date = {2011-08-01},
booktitle = {IEEE International Midwest Symposium on Circuits and Systems (MWSCAS)},
address = {Seoul, Korea},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{劉載勲2011多重領域分割に基づく複数の手掛りを用いた画像構造識別手法,
title = {多重領域分割に基づく複数の手掛りを用いた画像構造識別手法},
author = {劉載勲 and 宮本龍介 and 尾上孝雄},
year  = {2011},
date = {2011-01-01},
booktitle = {電子情報通信学会技術研究報告. SIS, スマートインフォメディアシステム},
volume = {111},
number = {78},
pages = {105--110},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{渡邊賢治20102,
title = {AS-2-4 階層探索による Full HD 対応 H. 264 小面積動き検出回路の開発 (AS-2. ディジタル信号処理システムの実装技術, シンポジウムセッション)},
author = {渡邊賢治 and 平井直行 and 今川隆司 and 劉載勲 and 橋本亮司 and 藤田玄},
year  = {2010},
date = {2010-01-01},
journal = {電子情報通信学会総合大会講演論文集},
volume = {2010},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{yu2010computationally,
title = {Computationally Efficient Pedestrian Detection Based on Markov Chain Monte Carlo},
author = {Jaehoon Yu and Hiroki Sugano and Ryusuke Miyamoto and Takao Onoye},
year  = {2010},
date = {2010-01-01},
booktitle = {APSIPA Annual Summit and Conference},
pages = {879--882},
note = {(被引用件数: 2)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{yu2010gpu,
title = {GPU Implementation of Efficient Pedestrian Detection Based on MCMC},
author = {Jaehoon Yu and Hiroki Sugano and Ryusuke Miyamoto and Takao Onoye},
year  = {2010},
date = {2010-01-01},
booktitle = {Joint International Conference on Soft Computing and Intelligent Systems and International Symposium on Advanced Intelligent Systems},
pages = {1624--1629},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{劉載勲2010mcmc,
title = {MCMC を用いた効率的な歩行者認識に関する研究},
author = {劉載勲 and 菅野裕揮 and 宮本龍介 and 尾上孝雄},
year  = {2010},
date = {2010-01-01},
booktitle = {電子情報通信学会技術研究報告. SIS, スマートインフォメディアシステム},
volume = {110},
number = {74},
pages = {65--70},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura-coolchips-2009,
title = {STP Engine, a C-based Programmable HW Core featuring Massively Parallel and Reconfigurable PE Array: Its Architecture, Tool, and System Implications},
author = {Masato Motomura},
url = {http://www.artic.iir.titech.ac.jp/wp/coolchips2009/},
year  = {2009},
date = {2009-04-01},
booktitle = {IEEE Symposium on Low-Power and High-Speed Chips (Cool Chips)},
pages = {395-408},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{ishikawa2007implementation,
title = {Implementation of AV Streaming System Using Peer-to-Peer Communication},
author = {Norihiro Ishikawa and Hiroshi Tsutsui and Jaehoon Yu and Tomonori Izumi and Hiroyuki Ochi and Yukihiro Nakamura and Takaaki Komura and Yoshitaka Uchida},
year  = {2007},
date = {2007-01-01},
booktitle = {IEEE Consumer Communications and Networking Conference},
pages = {778--782},
note = {(被引用件数: 7)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@article{miyamoto2007variable,
title = {可変ウィンドウ手法に基づく高精度ステレオマッチングプロセッサ},
author = {宮本龍介 and 劉載勲 and 筒井弘 and 中村行宏},
year  = {2007},
date = {2007-01-01},
journal = {画像電子学会誌},
volume = {36},
number = {3},
pages = {210--218},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}

@inproceedings{宮本龍介2006可変ウィンドウステレオマッチングプロセッサのアーキテクチャ,
title = {可変ウィンドウステレオマッチングプロセッサのアーキテクチャ (映像信号処理)},
author = {宮本龍介 and 劉載勲 and 筒井弘},
year  = {2006},
date = {2006-01-01},
booktitle = {回路とシステム軽井沢ワークショップ論文集},
volume = {19},
pages = {165--170},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{izumi2005implementation,
title = {Implementation of AV Control System Over Universal P2P Network},
author = {Tomonori Izumi and Jaehoon Yu and Tetsuya Kimata and Hiroyuki Ochi and Yukihiro Nakamura},
year  = {2005},
date = {2005-01-01},
booktitle = {International Conference on Computing, Communications and Control Technologies},
pages = {9--14},
note = {(被引用件数: 4)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{劉載勲2005情報家電ネットワークと携帯端末ネットワークをつなぐ,
title = {情報家電ネットワークと携帯端末ネットワークをつなぐ P2P 動画配信システムの構築},
author = {劉載勲 and 木全哲也 and 越智直紀 and 泉知論 and 越智裕之 and 中村行宏 and 小俣栄治 and 石川憲洋 and others},
year  = {2005},
date = {2005-01-01},
booktitle = {情報処理学会研究報告モバイルコンピューティングとユビキタス通信 (MBL)},
volume = {2005},
number = {28 (2004-MBL-032)},
pages = {195--202},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@inproceedings{motomura-mpf-2002,
title = {A Dynamically Reconfigurable Processor Architecture},
author = {Masato Motomura},
url = {http://www.artic.iir.titech.ac.jp/wp/drp-mpf-presentation_final/},
year  = {2002},
date = {2002-10-16},
booktitle = {Microprocessor Forum (MPF)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {inproceedings}
}

@incollection{microprocessor-report-2002,
title = {New NEC Array Speeds Data NEC Introduces Its Dynamically Reconfigurable 512-Processor Array},
author = {Microprocessor Report},
url = {http://www.artic.iir.titech.ac.jp/wp/new-nec-array-speeds-data-021127/},
year  = {2002},
date = {2002-11-25},
keywords = {Press Releases},
pubstate = {published},
tppubtype = {incollection}
}