2023
|
| 1. | 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}
}
|
| 2. | 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}
}
|
| 3. | 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}
}
|
| 4. | 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}
}
|
| 5. | 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 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 並列／分散／協調処理に関するサマー・ワークショップ (SWoPP), 2023. @techreport{suzuki-SWoPP2023,
title = {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 = {並列／分散／協調処理に関するサマー・ワークショップ (SWoPP)},
keywords = {Technical Reports},
pubstate = {published},
tppubtype = {techreport}
}
|
| 6. | 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}
}
|
| 7. | 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 = {Technical Reports},
pubstate = {published},
tppubtype = {techreport}
}
|
| 8. | 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 = {Conference Papers},
pubstate = {published},
tppubtype = {conference}
}
|
| 9. | 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}
}
|
| 10. | 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 = {Technical Reports},
pubstate = {published},
tppubtype = {techreport}
}
|
| 11. | Genta Inoue, Daiki Okonogi, Thiem Van Chu, Jaehoon Yu, Masato Motomura, Kazushi Kawamura Flexibly Controllable Dynamic Cooling Methods for Solid-State Annealing Processors to Improve Combinatorial Optimization Performance Proceedings Article In: IEEE Symposium on Low-Power and High-Speed Chips and Systems, COOL Chips 26, 2023. @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 = {Conference Papers},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 12. | Jiale Yan, Masato Motomura Optimized Deep MLP for Tensor Train-based Inference Engine Technical Report IEEE Symposium on Low-Power and High-Speed Chips and Systems, COOL Chips 26, 2023. @techreport{jiale-coolchips2023,
title = {Optimized Deep MLP for Tensor Train-based Inference Engine},
author = {Jiale Yan, 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 26},
address = { IEEE Symposium on Low-Power and High-Speed Chips and Systems, COOL Chips 26},
keywords = {Technical Reports},
pubstate = {published},
tppubtype = {techreport}
}
|
| 13. | Kazushi Kawamura, Jaehoon Yu, Daiki Okonogi, Satoru Jimbo, Genta Inoue, Akira Hyodo, Ángel López García-Arias, Kota Ando, Bruno Hideki Fukushima-Kimura, Ryota Yasudo, Thiem Van Chu, Masato Motomura
Amorphica: 4-Replica 512 Fully Connected Spin 336MHz Metamorphic Annealer with Programmable Optimization Strategy and Compressed-Spin-Transfer Multi-Chip Extension Proceedings Article In: International Solid-State Circuits Conference (ISSCC), 2023. @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 = {Conference Papers},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 14. | López García-Arias, Ángel, Okoshi, Yasuyuki, Hashimoto, Masanori, Motomura, Masato, Yu, Jaehoon Recurrent Residual Networks Contain Stronger Lottery Tickets Journal Article In: IEEE Access, vol. 11, pp. 16588-16604, 2023. @article{lopez-ieeeaccess2023,
title = {Recurrent Residual Networks Contain Stronger Lottery Tickets},
author = {López García-Arias, Ángel and Okoshi, Yasuyuki and Hashimoto, Masanori and Motomura, Masato and Yu, Jaehoon},
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}
}
|
| 15. | Yan, Jiale, Ando, Kota, Yu, Jaehoon, Motomura, Masato TT-MLP: Tensor Train Decomposition on Deep MLPs Journal Article In: IEEE Access, vol. 11, pp. 10398-10411, 2023. @article{jiale-ieeeaccess-2023,
title = {TT-MLP: Tensor Train Decomposition on Deep MLPs},
author = {Yan, Jiale and Ando, Kota and Yu, Jaehoon and Motomura, Masato},
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}
}
|
| 16. | 塩田 晃弘, 市川 雄樹, 川村 一志, Thiem Van Chu, 本村 真人, 劉 載勲 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 Technical Report 人工知能学会研究会資料 人工知能基本問題研究会 (SIG-FPAI), 2023. @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 = {Technical Reports},
pubstate = {published},
tppubtype = {techreport}
}
|
| 17. | 安永 真梨, 鈴木 淳之介, 川村 一志, Thiem Van Chu, 本村 真人, 劉 載勲 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 Technical Report 人工知能学会研究会資料 人工知能基本問題研究会 (SIG-FPAI), 2023. @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 = {Technical Reports},
pubstate = {published},
tppubtype = {techreport}
}
|
2022
|
| 18. | Masato Motomura [Invited] AI Algorithm Innovation Calls for Innovative AI Accelerator Designs Presentation NSTC-JST (Taiwan-Japan) Joint Workshop, Tainan, Taiwan, 19.12.2022. @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}
}
|
| 19. | 本村 真人 [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 Presentation パナソニックシンポジウム，門真市, 01.12.2022. @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}
}
|
| 20. | Satoru Jimbo, Daiki Okonogi, Kota Ando, Thiem Van Chu, Jaehoon Yu, Masato Motomura, Kazushi Kawamura A Hybrid Integer Encoding Method for Obtaining High-quality Solutions of Quadratic Knapsack Problems on Solid-state Annealers Journal Article In: IEICE Transactions on Information and Systems, 2022. @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}
}
|
| 21. | 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 山崎貞一賞受賞式典，日本学士院, 30.11.2022. @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}
}
|
| 22. | 本村 真人 [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 Presentation 東京大学情報理工学系セミナー, 14.11.2022. @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}
}
|
| 23. | 井上 源太, 小此木 大輝, Thiem Van Chu, 劉 載勲, 本村 真人, 川村 一志 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 Technical Report 第199回SLDM研究発表会（SLDM WIP Forum 2022）, 2022. @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 = {Technical Reports},
pubstate = {published},
tppubtype = {techreport}
}
|
| 24. | 兵藤 旭, 神保 聡, Thiem Van Chu, 劉 載勲, 本村 真人, 川村 一志 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 Technical Report 第199回SLDM研究発表会（SLDM WIP Forum 2022）, 2022. @techreport{hyodo-SLDM2022,
title = {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 = {Technical Reports},
pubstate = {published},
tppubtype = {techreport}
}
|
| 25. | Jaehoon Yu [Invited] Hiddenite: CNN Inference Accelerator for Randomly Weighted Neural Networks Presentation International Conference on Solid State Devices and Materials (SSDM), 28.09.2022. @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}
}
|
| 26. | 廣瀨 一俊 [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 Presentation 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, 15.09.2022. @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}
}
|
| 27. | Thiem Van Chu [Invited] 特徴空間事前分割型決定森推論アクセラレータ Presentation 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, 15.09.2022. @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}
}
|
| 28. | 本村 真人 [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 Presentation 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, 11.09.2022. @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}
}
|
| 29. | 劉 載勲 [Invited] 構造型情報処理基盤の確立を目指して Presentation 第35回 回路とシステムワークショップ, 19.08.2022. @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}
}
|
| 30. | 本村 真人 [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 Presentation 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, 19.08.2022. @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}
}
|
| 31. | 本村 真人 [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 Presentation 集積回路研究会（バーチャル開催）, 10.08.2022. @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}
}
|
| 32. | Masafumi Tanaka, Jaehoon Yu, Masaki Nakagawa, Naoya Tate, Masanori Hashimoto Investigating Small Device Implementation of FRET-based Optical Reservoir Computing Proceedings Article In: The IEEE International Midwest Symposium on Circuits and Systems (MWSCAS), 2022. @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 = {Conference Papers},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 33. | 永原 雄大, 安藤 洸太, 川村 一志, 劉 載勲, 本村 真人, Thiem Van Chu 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 Technical Report 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), 2022. @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 = {Technical Reports},
pubstate = {published},
tppubtype = {techreport}
}
|
| 34. | Yasuyuki Okoshi, Ángel López García-Arias, Kazutoshi Hirose, Kota Ando, Kazushi Kawamura, Thiem Van Chu, Masato Motomura, Jaehoon Yu Multicoated Supermasks Enhance Hidden Networks Proceedings Article In: International Conference on Machine Learning (ICML), 2022. @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 = {Conference Papers},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 35. | Masato Motomura [Invited] Exploring AI Computing Architectures Toward Future SoC Presentation EECS Seminar, University of Toronto, Toronto, Canada, 22.07.2022. @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}
}
|
| 36. | 本村 真人 [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 Presentation 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）, 01.07.2022. @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}
}
|
| 37. | Masato Motomura [Keynote] Exploring AI Computing Architectures Toward Future SoC Presentation MPSoC2022, Megeve, France, 23.06.2022. @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}
}
|
| 38. | Satida Sookpong, Teerasit Kasetkasem, Teera Phatrapornnant, Jaehoon Yu A Unhealthy Plant Identification System Using a Generative Adversarial Network Proceedings Article In: International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON), 2022. @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 = {Conference Papers},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 39. | 神保 聡, 小此木 大輝, Thiem Van Chu, 劉 載勲, 本村 真人, 川村 一志 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 Technical Report LSIとシステムのワークショップ 2022, 2022. @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 = {Technical Reports},
pubstate = {published},
tppubtype = {techreport}
}
|
| 40. | 小此木 大輝, 神保 聡, Thiem Van Chu, 劉 載勲, 本村 真人, 川村 一志 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 Technical Report LSIとシステムのワークショップ 2022, 2022. @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 = {Technical Reports},
pubstate = {published},
tppubtype = {techreport}
}
|
| 41. | Masanori Hashimoto, X Bai, Naoki Banno, Munehiro Tada, Toshitsugu Sakamoto, Jaehoon Yu, Ryutaro Doi, Hidetoshi Onodera, Takashi Imagawa, Hiroyuki Ochi Via-switch FPGA with transistor-free programmability enabling energy-efficient near-memory parallel computation Journal Article In: Japanese Journal of Applied Physics, 2022. @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}
}
|
| 42. | 神保 聡, 小此木 大輝, 安藤 洸太, Thiem Van Chu, 劉 載勲, 本村 真人, 川村 一志 QKP-QUBO変換におけるHybridエンコーディング方式 Technical Report 第5回量子ソフトウェア研究発表会, 2022. @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 = {Technical Reports},
pubstate = {published},
tppubtype = {techreport}
}
|
| 43. | 小此木 大輝, 神保 聡, 安藤 洸太, Van Chu Thiem, 劉 載勲, 本村 真人, 川村 一志 全並列アニーリングのための自律的パラメータ制御 Technical Report 第5回量子ソフトウェア研究発表会, 2022. @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 Van Chu Thiem 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 = {Technical Reports},
pubstate = {published},
tppubtype = {techreport}
}
|
| 44. | 劉 載勲 [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 Presentation 情報処理学会第84回全国大会, 04.03.2022. @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}
}
|
| 45. | 本村 真人 [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 Presentation 情報処理学会第84回全国大会, 04.03.2022. @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}
}
|
| 46. | Kazutoshi Hirose, Jaehoon Yu, Kota Ando, Yasuyuki Okoshi, Ángel López García-Arias, Junnosuke Suzuki, Thiem Van Chu, Kazushi Kawamura, Masato Motomura 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 Proceedings Article In: International Solid-State Circuits Conference (ISSCC), 2022. @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 = {Conference Papers},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 47. | 本村 真人 [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 Presentation 第31回AIチップ設計拠点フォーラム, 28.01.2022. @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}
}
|
2021
|
| 48. | Thiem Van Chu, Ryuichi Kitajima, Kazushi Kawamura, Jaehoon Yu, Masato Motomura A High-Performance and Flexible FPGA Inference Accelerator for Decision Forests Based on Prior Feature Space Partitioning Proceedings Article In: International Conference on Field-Programmable Technology (FPT), 2021. @inproceedings{thiem-fpt2021,
title = {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},
booktitle = {International Conference on Field-Programmable Technology (FPT)},
keywords = {Conference Papers},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 49. | Ángel López García-Arias, Masanori Hashimoto, Masato Motomura, Jaehoon Yu Hidden-Fold Networks: Random Recurrent Residuals Using Sparse Supermasks Proceedings Article In: The British Machine Vision Conference (BMVC), 2021. @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 = {Conference Papers},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 50. | 安藤 洸太 [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 Presentation 多値論理研究会 多値論理フォーラム, 12.09.2021. @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}
}
|