Publications

@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{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{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{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{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{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{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}

}

@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-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-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{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{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{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{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{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{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{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-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{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-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}

}

@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{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-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{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-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-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}

}

@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{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-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-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{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-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-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-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-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}

}

@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-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-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_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_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_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}

}

@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}

}