2024
|
| 51. | Masato Motomura [Invited] Algorithm-Architecture Centric Approach Towards Energy Efficient AI Hardware Presentation Hong Kong University of Science and Technology Seminar, 23.07.2024. @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}
}
|
| 52. | Kyo Kuroki, Satoru Jimbo, Thiem Van Chu, Masato Motomura, Kazushi Kawamura Classical Thermodynamics-based Parallel Annealing Algorithm for High-speed and Robust Combinatorial Optimization Proceedings Article In: The Genetic and Evolutionary Computation Conference (GECCO), 2024. @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}
}
|
| 53. | Masato Motomura [Invited] Algorithm-Architecture Centric Approach Towards Energy Efficient AI Hardware Presentation MPSoC, 10.07.2024. @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}
}
|
| 54. | Tsukasa Yamakura, Kazushi Kawamura, Masato Motomura, Thiem Van Chu ETreeNet: Ensemble Model Fusing Decision Trees and Neural Networks for Small Tabular Data Proceedings Article In: International Joint Conference on Neural Networks (IJCNN), 2024. @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}
}
|
| 55. | Akira Hyodo, Satoru Jimbo, Daiki Okonogi, Genta Inoue, Thiem Chua, Masato Motomura, Kazushi Kawamura A Parallel-trial Double-update Annealing Algorithm for Enabling Highly-effective State Transition on Annealing Processors Workshop 2024. @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}
}
|
| 56. | 小此木大輝, 神保聡, Thiem Van Chu, 本村真人, 川村 一志 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 Technical Report 第12回量子ソフトウェア研究発表会, 2024. @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}
}
|
| 57. | Masato Motomura [Invited] Will AI Bite the Industry That Feeds It? Presentation Evening Panel Moderation, Symposium on VLSI Technology and Circuits, 18.06.2024. @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}
}
|
| 58. | 本村 真人 [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 Presentation エッジAIイニシアティブ, 05.06.2024. @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}
}
|
| 59. | Masato Motomura [Invited] Reconfigurable AI Processing for Embedded Systems Presentation Reconfigurable Architecture Workshop (RAW), 29.05.2024. @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}
}
|
| 60. | 大塚 光莉 [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 Presentation 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, 16.05.2024. @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}
}
|
| 61. | Hikari Otsuka, Yasuyuki Okoshi, Ángel López García-Arias, Kazushi Kawamura, Thiem Van Chu, Daichi Fujiki, Masato Motomura Restricted Random Pruning at Initialization for High Compression Range Journal Article In: Transactions on Machine Learning Research (TMLR), 2024. @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}
}
|
| 62. | Junnosuke Suzuki, Mari Yasunaga, Kazushi Kawamura, Thiem Van Chu, Masato Motomura Progressive Variable Precision DNN with Bitwise Ternary Accumulation Proceedings Article In: International Conference on Artificial Intelligence Circuits and Systems (AICAS), 2024. @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}
}
|
| 63. | 黒木 響, 神保 聡, Thiem Van Chu, 本村 真人, 川村 一志 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 Technical Report 第11回量子ソフトウェア研究会, 2024. @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}
}
|
| 64. | 永原 雄大 [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 Masters Thesis 東京工業大学 工学院 情報通信系 優秀学生賞（修士）, 2024. @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}
}
|
| 65. | Masato Motomura [Invited] Algorithm-Architecture Centric Approach Towards Low Power AI Hardware Presentation Japan-UK Joint Funding Opportunity in Semiconductor Research Webinar, 21.03.2024. @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}
}
|
| 66. | Satoru Jimbo, Tatsuhiko Shirai, Nozomu Togawa, Masato Motomura, Kazushi Kawamura A GPU-Based Ising Machine With a Multi-Spin-Flip Capability for Constrained Combinatorial Optimization Journal Article In: IEEE Access, 2024. @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}
}
|
| 67. | Hikari Otsuka, Yasuyuki Okoshi, Ángel López García-Arias, Kazushi Kawamura, Thiem Van Chu, Masato Motomura Ramanujan Edge-Popup: Finding Strong Lottery Tickets with Ramanujan Graph Properties for Efficient DNN Inference Execution Proceedings Article In: Workshop on Synthesis And System Integration of Mixed Information Technologies (SASIMI), 2024. @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}
}
|
| 68. | Daichi Fujiki Data centric computing and machine learning Presentation Forest Workshop 2024, 08.03.2024. @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}
}
|
| 69. | YC Chen, S Ando, D Fujiki, S Takamaeda-Yamazaki, K Yoshioka OSA-HCIM: On-The-Fly Saliency-Aware Hybrid SRAM CIM with Dynamic Precision Configuration Proceedings 2024 29th Asia and South Pacific Design Automation Conference (ASP-DAC), pp. 539-544, 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}
}
|
| 70. | Yuta Nagahara, Jiale Yan, Kazushi Kawamura, Masato Motomura, Thiem Van Chu Sparse-Sparse Matrix Multiplication Accelerator on FPGA featuring Distribute-Merge Product Dataflow Proceedings Article In: Asia and South Pacific Design Automation Conference (ASP-DAC), 2024. @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}
}
|
| 71. | Shungo Kumazawa, Jaehoon Yu, Kazushi Kawamura, Thiem Van Chu, Masato Motomura Toward Improving Ensemble-Based Collaborative Inference at the Edge Journal Article In: IEEE Access, 2024. @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}
}
|
| 72. | Yuta Nagahara, Jiale Yan, Kazushi Kawamura, Masato Motomura, Thiem Van Chu Efficient COO to CSR Conversion for Accelerating Sparse Matrix Processing on FPGA Proceedings Article In: International Conference on Consumer Electronics (ICCE), 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}
}
|
| 73. | Yuki Ichikawa, Akihiro Shioda, Kazushi Kawamura, Thiem Van Chu, Masato Motomura An Accurate FPGA-Based ORB Feature Extractor for SLAM with Row-Wise Keypoint Selection Proceedings Article In: International Conference on Consumer Electronics (ICCE), 2024. @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}
}
|
| 74. | Mari Yasunaga, Junnosuke Suzuki, Masato Watanabe, Kazushi Kawamura, Thiem Van Chu, Masato Motomura High Throughput Datapath Design for Vision Permutator FPGA Accelerator Proceedings Article In: International Conference on Consumer Electronics (ICCE), 2024. @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}
}
|
| 75. | Masato Watanabe, Shungo Kumazawa, Thiem Van Chu, Kazushi Kawamura, Jaehoon Yu, Masato Motomura Exploration of Hyperdimensional Computing Using Locality-Sensitive Hashing Mechanism on FPGA Proceedings Article In: International Conference on Consumer Electronics (ICCE), 2024. @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}
}
|
2023
|
| 76. | Junnosuke Suzuki, Jaehoon Yu, Mari Yasunaga, Ángel López García-Arias, Yasuyuki Okoshi, Shungo Kumazawa, Kota Ando, Kazushi Kawamura, Thiem Van Chu, Masato Motomura Pianissimo: A Sub-mW Class DNN Accelerator With Progressively Adjustable Bit-Precision Journal Article In: IEEE Access, 2023. @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}
}
|
| 77. | Mari Yasunaga, Junnosuke Suzuki, Masato Watanabe, Kazushi Kawamura, Thiem Van Chu, Jaehoon Yu, Masato Motomura A Highly Accurate and Parallel Vision MLP FPGA Accelerator based on FP7/8 SIMD Operations Proceedings Article In: International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC), 2023. @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}
}
|
| 78. | Masato Motomura [Invited - Keynote] The Future of Low-bitwidth Reconfigurable and Parallel AI Computing Presentation International Conference on Field-Programmable Technology (FPT), 12.12.2023. @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}
}
|
| 79. | Daichi Fujiki MVC: Enabling Fully Coherent Multi-Data-Views through the Memory Hierarchy with Processing in Memory Conference Proceedings of the 56th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO 2023)
, 2023. @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}
}
|
| 80. | Bruno Hideki Fukushima-Kimura, Yoshinori Kamijima, Kazushi Kawamura, Akira Sakai Stochastic optimization: Glauber dynamics versus stochastic cellular automata Journal Article In: Transactions of the Institute of Systems, Control and Information Engineers, vol. 36, no. 1, pp. 9-16, 2023. @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}
}
|
| 81. | Bruno Hideki Fukushima-Kimura, Satoshi Handa, Katsuhiro Kamakura, Yoshinori Kamijima, Kazushi Kawamura, Akira Sakai Mixing time and simulated annealing for the stochastic cellular automata Journal Article In: Journal of Statistical Physics, vol. 190, no. 79, pp. 1-20, 2023. @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}
}
|
| 82. | Daiki Okonogi, Satoru Jimbo, Kota Ando, Thiem Van Chu, Jaehoon Yu, Masato Motomura, Kazushi Kawamura A Fully-Parallel Annealing Algorithm with Autonomous Pinning Effect Control for Various Combinatorial Optimization Problems Journal Article In: IEICE Transactions on Information and Systems, 2023. @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}
}
|
| 83. | 大塚 光莉 [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 Presentation 東京工業大学 情報通信コース 構想発表会, 30.11.2023. @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}
}
|
| 84. | Masato Motomura [Invited] AI Computing - Tackling the Explosions of Data to Process and Decisions to Make Presentation Samsung AI Forum, 07.11.2023. @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}
}
|
| 85. | 本村 真人 [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 Presentation 科研費学術変革AFSA領域集会, 24.10.2023. @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}
}
|
| 86. | Alireza Khadem, Daichi Fujiki, Nishil Talati, Scott A. Mahlke, Reetuparna Das [Best Paper Nomination] Vector-Processing for Mobile Devices: Benchmark and Analysis Proceedings Article In: IEEE International Symposium on Workload Characterization, 2023. @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}
}
|
| 87. | 川村 一志 [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」 Presentation 第22回情報科学技術フォーラム（FIT 2023）, 08.09.2023, (トップコンファレンス6-2 ハードウェア). @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}
}
|
| 88. | 川村 一志 [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 Presentation 第22回情報科学技術フォーラム（FIT 2023）, 08.09.2023, (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？). @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}
}
|
| 89. | 本村 真人 [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 Presentation 半導体産業人協会, 07.08.2023. @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}
}
|
| 90. | 鈴木 淳之介, 安永 真梨, Ángel López García-Arias, 大越 康之, 熊澤 峻悟, 安藤 洸太, 川村 一志, Thiem Van Chu, 本村 真人 [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 Technical Report 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), 2023. @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}
}
|
| 91. | 本村 真人 [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 Presentation ITE-ITS研究会, 01.08.2023. @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}
}
|
| 92. | 本村 真人 [Invited] AIエッジの今後を展望する Presentation NEDO AIエッジ事業報告会, 27.07.2023. @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}
}
|
| 93. | 鈴木 淳之介, 安永 真梨, Ángel López García-Arias, 大越 康之, 熊澤 峻悟, 安藤 洸太, 川村 一志, Thiem Van Chu, 本村 真人 [Invited] Pianissimo: A Sub-mW Class DNN Accelerator with Progressive Bit-by-Bit Datapath Architecture for Adaptive Inference at Edge Presentation Symposia on VLSI Technology/Circuits 国内報告会, 25.07.2023. @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}
}
|
| 94. | 山倉 司, 川村 一志, 本村 真人, Thiem Van Chu 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 Technical Report 情報論的学習理論と機械学習研究会（IBISML）, 2023. @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}
}
|
| 95. | Junnosuke Suzuki, Jaehoon Yu, Mari Yasunaga, Ángel López García-Arias, Yasuyuki Okoshi, Shungo Kumazawa, Kota Ando, Kazushi Kawamura, Thiem Van Chu, Masato Motomura Pianissimo: A Sub-mW Class DNN Accelerator with Progressive Bit-by-Bit Datapath Architecture for Adaptive Inference at Edge Conference Symposium on VLSI Technology and Circuits, 2023, 2023. @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}
}
|
| 96. | Masato Motomura [Keynote] Tackling the Explosions of Data and Solutions with Low-Bitwidth Computing Architectures Presentation IEEE International Symposium on Multiple-Valued Logic (ISMVL), 22.05.2023. @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}
}
|
| 97. | 大塚 光莉, 大越 康之, Ángel López García-Arias, 川村 一志, Thiem Van Chu, 劉載勲, 本村 真人 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 Technical Report パターン認識・メディア理解研究会 (PRMU) , 2023. @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}
}
|
| 98. | 本村 真人 [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 Presentation JST ALCAnextワークショップ, 15.05.2023. @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}
}
|
| 99. | 井上 源太, 小此木 大輝, Thiem Van Chu, 劉 載勲, 本村 真人, 川村 一志 [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 Technical Report LSIとシステムのワークショップ, 2023. @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}
}
|
| 100. | Thiem Van Chu, Yu Mizutani, Yuta Nagahara, Shungo Kumazawa, Kazushi Kawamura, Jaehoon Yu, Masato Motomura Decision Forest Training Accelerator Based on Binary Feature Decomposition Proceedings Article In: International Symposium on Field-Programmable Custom Computing Machines (FCCM), 2023. @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}
}
|