384 entries « 1 of 8 »

2021

1.

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.

BibTeX | Tags: Invited Talks

2.

雑誌記事

こんなとこにもイジングマシン Incollection

In: 日経エレクトロニクス9月号,p.35-p37, 2021.

BibTeX | Tags: Press Releases

3.

本村 真人

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

FIT2021, 27.08.2021.

BibTeX | Tags: Talks

4.

東工大プレスリリース

スマホやロボットなどで高効率なAI処理を行うプロセッサーアーキテクチャーを開発 Incollection

In: 2021, (NEDO共同広報,マイナビ,monoist,等に掲載).

Links | BibTeX | Tags: Press Releases

5.

Kota Ando, Jaehoon Yu, Kazutoshi Hirose, Hiroki Nakahara, Kazushi Kawamura, Thiem Van Chu, Masato Motomura

Edge Inference Engine for Deep & Random Sparse Neural Networks with 4-bit Cartesian-Product MAC Array and Pipelined Activation Aligner Inproceedings

In: Hot Chips 33 (Poster), 2021.

BibTeX | Tags: Conference Papers

6.

本村 真人

[Invited] AIチップの現状と今後について Presentation

JEITAシーオリエンテッド先端実装技術分科会, 28.07.2021.

BibTeX | Tags: Invited Talks

7.

Masato Motomura

[Invited] CGRAs for Broad Embedded Market & for Neural Networks Presentation

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), 08.07.2021.

BibTeX | Tags: Invited Talks

8.

Shungo Kumazawa, Kazushi Kawamura, Thiem Van Chu, Masato Motomura, Jaehoon Yu

ExtraFerns: Fully Parallel Ensemble Learning Technique with Random Projection and Non-Greedy yet Minimal Memory Access Training Journal Article

In: International Journal of Networking and Computing, 2021.

BibTeX | Tags: Journal Papers

9.

Junnosuke Suzuki, Tomohiro Kaneko, Kota Ando, Kazutoshi Hirose, Kazushi Kawamura, Thiem Van Chu, Masato Motomura, Jaehoon Yu

ProgressiveNN: Achieving Computational Scalability with Dynamic Bit-Precision Adjustment by MSB-first Accumulative Computation Journal Article

In: International Journal of Networking and Computing, 2021.

BibTeX | Tags: Journal Papers

10.

熊澤 峻悟, 川村 一志, Thiem Van Chu, 本村 真人, 劉載勲

乱数生成ノードの並列閾値最適化に基づくエッジ指向決定木アンサンブル学習 Technical Report

2021.

BibTeX | Tags: Technical Reports

11.

鈴木 淳之介, 安藤 洸太, 廣瀬 一俊, 川村 一志, Thiem Van Chu, 本村 真人, 劉載勲

対称二進表現に基づくビットスケーラブルCNN推論手法 Technical Report

2021.

BibTeX | Tags: Technical Reports

12.

鈴木 淳之介, 安藤 洸太, 廣瀬 一俊, 川村 一志, Thiem Van Chu, 本村 真人, 劉載勲

ビットスケーラブルCNNにおける計算量・精度トレードオフ制御手法の検討 Technical Report

2021.

BibTeX | Tags: Technical Reports

13.

本村 真人

[Invited] LSI技術が開く構造型情報処理の新展開 Presentation

LSIとシステムのワークショップ, 10.05.2021.

BibTeX | Tags: Invited Talks

14.

熊澤 峻悟, 川村 一志, Thiem Van Chu, 本村 真人, 劉載勲

入力空間のランダム射影と分割に基づくFernアンサンブル学習 Technical Report

2021.

BibTeX | Tags: Technical Reports

15.

Masato Motomura

[Moderator] "Hot" Techs for "Cool" AI Computing: Do We have Enough Tricks? Presentation

Panel Discussion, Cool Chips 24., 14.04.2021.

BibTeX | Tags: Invited Talks

16.

本村 真人

[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 Presentation

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, 18.03.2021.

BibTeX | Tags: Invited Talks

17.

本村 真人

[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 ~ Presentation

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, 08.03.2021.

BibTeX | Tags: Invited Talks

18.

Takashi Imagawa, Jaehoon Yu, Masanori Hashimoto, Hiroyuki Ochi

MUX Granularity-Oriented Iterative Technology Mapping for Implementing Compute-Intensive Applications on Via-Switch FPGA Inproceedings

In: Design, Automation and Test in Europe Conference (DATE), 2021.

BibTeX | Tags: Conference Papers

19.

Kota Shiba, Tatsuo Omori, Kodai Ueyoshi, Kota Ando, Kazutoshi Hirose, Shinya Takamaeda-Yamazaki, Masato Motomura, Mototsugu Hamada, Tadahiro Kuroda

A 96-MB 3D-Stacked SRAM Using Inductive Coupling with 0.4-V Transmitter, Termination Scheme and 12:1 SerDes in 40-nm CMOS Journal Article

In: IEEE Transactions on Circuits and Systems I, 68 (2), pp. 692-703, 2021.

BibTeX | Tags: Journal Papers

2020

20.

Kazutoshi Hirose, Shinya Takamaeda-Yamazaki, Jaehoon Yu, Masato Motomura

Selective Fine-Tuning on a Classifier Ensemble: Realizing Adaptive Neural Networks With a Diversified Multi-Exit Architecture Journal Article

In: IEEE Access, 9 , pp. 6179-6187, 2020.

BibTeX | Tags: Journal Papers

21.

Masato Motomura

[Invited] Reconfigurable and Domain-Specific Hardware for AI Computing Presentation

IEEE SSCS Distinguished Lecturer, 11.12.2020.

BibTeX | Tags: Invited Talks

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, 07.12.2020.

BibTeX | Tags: Invited Talks

23.

Masato Motomura

[Invited] Domain-Specific Architectures for Boosting "Compute for Intelligence" Presentation

International Workshop on Computer Systems and Architectures (CSA), 26.11.2020.

BibTeX | Tags: Invited Talks

24.

Shungo Kumazawa, Kazushi Kawamura, Thiem Van Chu, Masato Motomura, Jaehoon Yu

ExtraFerns: Fully Parallel Ensemble Learning Technique with Non-Greedy yet Minimal Memory Access Training Inproceedings

In: International Symposium on Computing and Networking (CANDAR), 2020.

BibTeX | Tags: Conference Papers

25.

Junnosuke Suzuki, Kota Ando, Kazutoshi Hirose, Kazushi Kawamura, Thiem Van Chu, Masato Motomura, Jaehoon Yu

ProgressiveNN: Achieving Computational Scalability without Network Alteration by MSB-first Accumulative Computation Inproceedings

In: International Symposium on Computing and Networking (CANDAR), 2020.

BibTeX | Tags: Conference Papers

26.

Masato Motomura

[Invited] Designing AI Accelerator Chips for the Smarter Future Presentation

IEEE International Conference on Integrated Circuits, Technologies and Applications (ICTA), 23.11.2020.

BibTeX | Tags: Invited Talks

27.

Masato Motomura

[Invited] Stochastic Cellular Automata Annealing (SCA) and its Non-Quantum Silicon Chip Implementation Presentation

Seminar at National University of Singapore, 10.11.2020.

BibTeX | Tags: Invited Talks

28.

Kasho Yamamoto, Kazushi Kawamura, Kota Ando, Normann Mertig, Takashi Takemoto, Masanao Yamaoka, Hiroshi Teramoto, Akira Sakai, Shinya Takamaeda-Yamazaki, Masato Motomura

STATICA: A 512-Spin 0.25M-Weight Annealing Processor With an All-Spin-Updates-at-Once Architecture for Combinatorial Optimization With Complete Spin-Spin Interactions Journal Article

In: IEEE Journal of Solid-State Circuits (JSSC), 2020.

BibTeX | Tags: Journal Papers

29.

Kota Shiba, Tatsuo Omori, Kodai Ueyoshi, Kota Ando, Kazutoshi Hirose, Shinya Takamaeda-Yamazaki, Masato Motomura, Mototsugu Hamada, Tadahiro Kuroda

A 3D-Stacked SRAM Using Inductive Coupling with Low-Voltage Transmitter and 12:1 SerDes Inproceedings

In: IEEE International Symposium on Circuits and Systems (ISCAS), pp. 1-5, 2020.

BibTeX | Tags: Conference Papers

30.

Ángel López García-Arias, Jaehoon Yu, Masanori Hashimoto

Low-Cost Reservoir Computing using Cellular Automata and Random Forests Inproceedings

In: IEEE International Symposium on Circuits and Systems (ISCAS), pp. 1-5, 2020.

BibTeX | Tags: Conference Papers

31.

Masato Motomura

[Invited] Stochastic Cellular Automata Annealing (SCA) and its Non-Quantum Silicon Chip Implementation: Realizing Fully-Parallel Spin-Updates for Fully-Connected Spin Systems Presentation

Conference on Quantum Annealing/Adiabatic Quantum Computation, 05.10.2020.

BibTeX | Tags: Invited Talks

32.

Kazuki Onishi, Jaehoon Yu, Masanori Hashimoto

Memory Efficient Training using Lookup-Table-based Quantization for Neural Network Inproceedings

In: IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS), pp. 251–255, IEEE 2020.

BibTeX | Tags: Conference Papers

33.

池田 泰我, 植吉 晃大, 安藤 洸太, 廣瀨 一俊, 浅井 哲也, 本村 真人, 高前田 伸也

効率的なDNN計算のための無効ニューロン予測手法の評価 Incollection

In: 情報処理学会 システム・アーキテクチャ研究会 - 若手奨励賞, 2020.

BibTeX | Tags: Awards

34.

Yuki Hirayama, Tetsuya Asai, Masato Motomura, Shinya Takamaeda-Yamazaki

A Hardware-Efficient Weight Sampling Circuit for Bayesian Neural Networks Journal Article

In: International Journal of Networking and Computing, 10 , 2020.

BibTeX | Tags: Journal Papers

35.

Tai-Yu Cheng, Yukata Masuda, Jun Chen, Jaehoon Yu, Masanori Hashimoto

Logarithm-Approximate Floating-Point Multiplier is Applicable to Power-Efficient Neural Network Training Journal Article

In: Integration, 74 , pp. 19–31, 2020.

BibTeX | Tags: Journal Papers

36.

本村 真人, 高前田 伸也, 植吉 晃大, 安藤 洸太, 廣瀨 一俊

深層ニューラルネットワーク向けプロセッサ技術の実例と展望 Journal Article

In: 電子情報通信学会和文論文誌C, J103-C (05), 2020.

BibTeX | Tags: Journal Papers

37.

IEEE Spectrum

Novel Annealing Processor Is the Best Ever at Solving Combinatorial Optimization Problems Incollection

In: 2020.

Links | BibTeX | Tags: Press Releases

38.

Taiga Ikeda, Kento Sakurada, Atsuyoshi Nakamura, Masato Motomura, Shinya Takamaeda-Yamazaki

Hardware/Algorithm Co-optimization for Fully-Parallelized Compact Decision Tree Ensembles on FPGAs Inproceedings

In: International Symposium on Applied Reconfigurable Computing (ARC), Universidad de Castilla-La Mancha, Toledo, Spain, 2020.

BibTeX | Tags: Conference Papers

39.

東工大プレスリリース

組合せ最適化問題を高速に解く新しいアニーリングマシンを開発 Incollection

In: 2020, (日経新聞,毎日新聞,日経xTECH等各種ウェブメディアに掲載).

Links | BibTeX | Tags: Press Releases

40.

Masanori Hashimoto, Xu Bai, Naoki Banno, Munehiro Tada, Toshitsugu Sakamoto, Jaehoon Yu, Ryutaro Doi, Yusuke Araki, Hidetoshi Onodera, Takashi Imagawa, Hiroyuki Ochi, Kazutoshi Wakabayashi, Yukio Mitsuyama, Tadahiko Sugibayashi

Via-Switch FPGA: 65nm CMOS Implementation and Architecture Extension for AI Applications Inproceedings

In: International Solid-State Circuits Conference (ISSCC), pp. 502–503, 2020.

BibTeX | Tags: Conference Papers

41.

Kasho Yamamoto, Kota Ando, Normann Mertig, Takashi Takemoto, Masanao Yamaoka, Hiroshi Teramoto, Akira Sakai, Shinya Takamaeda-Yamazaki, Masato Motomura

STATICA: A 512-Spin 0.25M-Weight Full-Digital Annealing Processor with a Near-Memory All-Spin-Updates-at-Once Architecture for Combinatorial Optimization with Complete Spin-Spin Interactions Inproceedings

In: International Solid-State Circuits Conference (ISSCC), pp. 138–139, 2020.

BibTeX | Tags: Conference Papers

42.

本村 真人(監修)

Q&Aで分かるAIチップ Book

週刊エコノミスト, 2020.

BibTeX | Tags: Books

43.

植吉 晃大, 池田 泰我, 安藤 洸太, 廣瀨 一俊, 浅井 哲也, 高前田 伸也, 本村 真人

無効ニューロン予測によるDNN計算効率化手法 Incollection

In: 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 - 優秀講演賞, 2020.

BibTeX | Tags: Awards

44.

大羽 由華, 村上 大輔, 中江 達哉, 安藤 洸太, 浅井 哲也, 本村 真人, 高前田 伸也

二値化ニューラルネットワークのハードウェア指向精度向上手法の検討 Incollection

In: 電子情報通信学会 コンピュータシステム研究会 - 優秀若手発表賞, 2020.

BibTeX | Tags: Awards

45.

Yafei Ou, Prasoon Ambalathankandy, Masayuki Ikebe, Shinya Takamaeda, Masato Motomura, Tetsuya Asai

Real-time Tone Mapping: A State of the Art Report Journal Article

In: IEEE Transactions on Circuits and Systems for Video Technology, 2020.

BibTeX | Tags: Journal Papers

46.

Thiem Van Chu, Kenji Kise, Kiyofumi Tanaka

Dependency-Driven Trace-Based Network-on-Chip Emulation on FPGAs Inproceedings

In: ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA), pp. 211–221, 2020.

BibTeX | Tags: Conference Papers

2019

47.

Masato Motomura

[Invited] AI Computing: The Promised Land for Computer Architecture Innovation? Presentation

Future Chips Forum, Tsinghua University, Beijin, China, 17.12.2019.

BibTeX | Tags: Invited Talks

48.

Prasoon Ambalathankandy, Yafei Ou, Jyotsna Kochiyil, Shinya Takamaeda-Yamazaki, Masato Motomura, Tetsuya Asai, Masayuki Ikebe

Radiography Contrast Enhancement: Smoothed LHE Filter, a Practical Solution for Digital X-rays with Mach Band Inproceedings

In: International Conference on Digital Image Computing: Techniques and Applications, University of Western Australia, Perth, Australia, 2019.

BibTeX | Tags: Conference Papers

49.

本村 真人

AIエッジコンピューティングへの希望と展望 Book

OKIテクニカルレビュー、「AIエッジコンピューティングが拓く高度IoT社会」特集, 2019.

BibTeX | Tags: Books

50.

Prasoon Ambalathankandy, Masayuki Ikebe, Takashi Yoshida, Takeshi Shimada, Shinya Takamaeda-Yamazaki, Masato Motomura, Tetsuya Asai

An Adaptive Global and Local Tone Mapping Algorithm Implemented on FPGA Journal Article

In: IEEE Transactions on Circuits and Systems for Video Technology, 29 , 2019.

BibTeX | Tags: Journal Papers

384 entries « 1 of 8 »