2025
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| 1. | 本村真人 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」 Presentation 15.04.2025. @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}
}
|
| 2. | Hiroaki Ito, Jiale Yan, Hikari Otsuka, Kazushi Kawamura, Masato Motomura, Thiem Van Chu, Daichi Fujiki Uncovering Strong Lottery Tickets in Graph Transformers: A Path to Memory Efficient and Robust Graph Learning Journal Article In: Transactions on Machine Learning Research, 2025. @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}
}
|
| 3. | Hiroaki Ito, Jiale Yan, Kazushi Kawamura, Masato Motomura, Thiem Van Chu, Daichi Fujiki TF-GNN: Memory-Efficient GNNs via Tensor Train Decomposition and Network Folding Conference COOL Chips 28, Japan, 2025. @conference{nokey,
title = {TF-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 = {Conference Papers},
pubstate = {published},
tppubtype = {conference}
}
|
| 4. | 伊藤宏朗, 嚴佳樂, 大塚光莉, 川村一志, 本村真人, ティエムヴァンチュ, 藤木大地 グラフトランスフォーマーにおける強い宝くじの発見 Technical Report 第56回 IBISML研究会, 2025. @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 = {Technical Reports},
pubstate = {published},
tppubtype = {techreport}
}
|
| 5. | Hikari Otsuka, Daiki Chijiwa, 'Angel L'opez Garc'ia-Arias, Yasuyuki Okoshi, Kazushi Kawamura, Thiem Van Chu, Daichi Fujiki, Susumu Takeuchi, Masato Motomura Partially Frozen Random Networks Contain Compact Strong Lottery Tickets Journal Article In: Transactions on Machine Learning Research, 2025. @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}
}
|
| 6. | Tsukasa Yamakura, Kazushi Kawamura, Daichi Fujiki, Masato Motomura, Thiem Van Chu Accelerating Decision Forest Training via Node-Level Random Data Sampling Workshop Asia and South Pacific Design Automation Conference (ASP-DAC), WIP Poster, 2025. @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, Talks},
pubstate = {published},
tppubtype = {workshop}
}
|
2024
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| 7. | Hikari Otsuka, Daiki Chijiwa, 'Angel L'opez Garc'ia-Arias, Yasuyuki Okoshi, Kazushi Kawamura, Thiem Van Chu, Daichi Fujiki, Susumu Takeuchi, Masato Motomura Partially Frozen Random Networks Contain Compact Strong Lottery Tickets Workshop Workshop on Machine Learning and Compression, NeurIPS, 2024. @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 = {Talks},
pubstate = {published},
tppubtype = {workshop}
}
|
| 8. | Ángel López García-Arias, Yasuyuki Okoshi, Hikari Otsuka, Daiki Chijiwa, Yasuhiro Fujiwara, Susumu Takeuchi, Masato Motomura The Trichromatic Strong Lottery Ticket Hypothesis: Neural Compression With Three Primary Supermasks Workshop Workshop on Machine Learning and Compression, NeurIPS, 2024. @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, Talks},
pubstate = {published},
tppubtype = {workshop}
}
|
| 9. | Yuki Kameyama, Naoya Niwa, Daichi Fujiki, Hiroki Matsutani, Michihiro Koibuchi, Hideharu Amano (Ed.) The Case for Coherence Directories in Memory Cubes Conference 2024 17th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC-2024), 2024. @conference{nokey,
title = {The Case for Coherence Directories in Memory Cubes},
editor = {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 = {Conference Papers},
pubstate = {published},
tppubtype = {conference}
}
|
| 10. | Akihiro Shioda, Ángel López García-Arias, Hikari Otsuka, Yuki Ichikawa, Yasuyuki Okoshi, Kazushi Kawamura, Thiem Van Chu, Daichi Fujiki, Masato Motomura Exploiting N: M Sparsity in Quantized-Folded ResNets: Signed Multicoat Supermasks and Iterative Pruning-Quantization Conference 2024 Twelfth International Symposium on Computing and Networking (CANDAR), 2024. @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 = {Conference Papers},
pubstate = {published},
tppubtype = {conference}
}
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| 11. | Daichi Fujiki [Invited] Towards Multi-Layer Processing-in-Memory Systems for General Applications Presentation Rising Star Express (RiSE) Forum at IEEE Asian Solid-State Circuits Conference (A-SSCC) 2024, 21.11.2024. @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}
}
|
| 12. | Yasuyuki Okoshi, Ángel López García-Arias, Jaehoon Yu, Junnnosuke Suzuki, Hikari Otsuka, Thiem Van Chu, Kazushi Kawamura, Daichi Fujiki, Masato Motomura
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 Conference 2024 IEEE Asian Solid-State Circuits Conference (A-SSCC), 2024. @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 = {Conference Papers},
pubstate = {published},
tppubtype = {conference}
}
|
| 13. | 兵藤旭, 神保聡, 小此木大輝, 井上源太, Thiem Van Chu, 本村真人, 川村一志 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 Technical Report デザインガイア, 2024. @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 = {Technical Reports},
pubstate = {published},
tppubtype = {techreport}
}
|
| 14. | Tsukasa Yamakura, Kazushi Kawamura, Daichi Fujiki, Masato Motomura, Thiem Van Chu GPB: An Efficient GBDT Training Method with Tree-Level Parallelism Using Binary Feature Decomposition Workshop IEEE/ACM International Symposium on Microarchitecture (MICRO), Student Research Competition, 2024. @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 = {Talks},
pubstate = {published},
tppubtype = {workshop}
}
|
| 15. | Yuki Ichikawa, Kazushi Kawamura, Masato Motomura, Thiem Van Chu Efficient Stereo Visual Odometry on FPGA Featuring On-Chip Map Management and Pipelined Descriptor-Based Block Matching Journal Article In: IEEE Access, 2024. @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}
}
|
| 16. | 市川雄樹, 川村一志, 本村 真人, ティエムヴァンチュ 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 Technical Report 電子情報通信学会ソサイエティ大会, 2024. @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 = {Technical Reports},
pubstate = {published},
tppubtype = {techreport}
}
|
| 17. | Daichi Fujiki [記念講演] MVC: Enabling Fully Coherent Multi-Data-Views through the Memory Hierarchy with Processing in Memory Presentation FIT Top Conference Session 2024, 04.09.2024. @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}
}
|
| 18. | 永原 雄大, Jiale Yan, 川村 一志, 本村真人, Thiem Van Chu [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 Presentation 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, 04.09.2024. @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, Invited Talks, Technical Reports},
pubstate = {published},
tppubtype = {presentation}
}
|
| 19. | 本村 真人 [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 Presentation 日刊工業新聞社ウェビナー, 22.08.2024. @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}
}
|
| 20. | 本村 真人 [Invited] AIチップ開発の最先端 Presentation 電子情報通信学会先端セミナー, 01.08.2024. @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}
}
|
| 21. | 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}
}
|
| 22. | 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 = {Conference Papers},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 23. | 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}
}
|
| 24. | 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 = {Conference Papers},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 25. | 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 = {Talks},
pubstate = {published},
tppubtype = {workshop}
}
|
| 26. | 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 = {Technical Reports},
pubstate = {published},
tppubtype = {techreport}
}
|
| 27. | 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}
}
|
| 28. | 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}
}
|
| 29. | 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}
}
|
| 30. | 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}
}
|
| 31. | 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}
}
|
| 32. | 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 = {Conference Papers},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 33. | 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 = {Technical Reports},
pubstate = {published},
tppubtype = {techreport}
}
|
| 34. | 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}
}
|
| 35. | 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}
}
|
| 36. | 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}
}
|
| 37. | 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 = {Conference Papers},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 38. | 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}
}
|
| 39. | 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 = {Conference Papers},
pubstate = {published},
tppubtype = {proceedings}
}
|
| 40. | 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 = {Conference Papers},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 41. | 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}
}
|
| 42. | 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 = {Conference Papers},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 43. | 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 = {Conference Papers},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 44. | 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 = {Conference Papers},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 45. | 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 = {Conference Papers},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2023
|
| 46. | 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}
}
|
| 47. | 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 = {Conference Papers},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 48. | 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}
}
|
| 49. | 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}
}
|
| 50. | 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}
}
|