495 entries « 1 of 10 »

2025

1.

Tsukasa Yamakura, Kazushi Kawamura, Daichi Fujiki, Masato Motomura, Thiem Van Chu

Accelerating Decision Forest Training via Node-Level Random Data Sampling Workshop

2025.

BibTeX | タグ: Awards

2024

2.

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, 2024.

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3.

'Angel L'opez Garc'ia-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

2024.

Links | BibTeX | タグ: Awards

4.

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.

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5.

Shioda, Akihiro, Garc'ia-Arias, 'Angel L'opez, Otsuka, Hikari, Ichikawa, Yuki, Okoshi, Yasuyuki, Kawamura, Kazushi, Van Chu, Thiem, Fujiki, Daichi, Motomura, Masato

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.

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6.

Daichi Fujiki

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.

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7.

Okoshi, Yasuyuki, García-Arias, Ángel López, Yu, Jaehoon, Suzuki, Junnnosuke, Otsuka, Hikari, Chu, Thiem Van, Kawamura, Kazushi, Fujiki, Daichi, Motomura, Masato

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.

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8.

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

2024.

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9.

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

2024.

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10.

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.

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11.

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.

BibTeX | タグ: Awards, Invited Talks, Technical Reports

12.

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.

BibTeX | タグ: Invited Talks

13.

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.

BibTeX | タグ: Invited Talks

14.

Masato Motomura

[Invited] Algorithm-Architecture Centric Approach Towards Energy Efficient AI Hardware Presentation

Hong Kong University of Science and Technology Seminar, 23.07.2024.

BibTeX | タグ: Invited Talks

15.

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.

BibTeX | タグ: Conference Papers

16.

Masato Motomura

[Invited] Algorithm-Architecture Centric Approach Towards Energy Efficient AI Hardware Presentation

MPSoC, 10.07.2024.

BibTeX | タグ: Invited Talks

17.

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.

BibTeX | タグ: Conference Papers

18.

Akira Hyodo, Satoru Jimbo.Daiki Okonogi. Genta Inoue. Thiem Chu. Masato Motomura, Kazushi Kawamura

A Parallel-trial Double-update Annealing Algorithm for Enabling Highly-effective State Transition on Annealing Processors Workshop

2024.

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19.

Masato Motomura

[Invited] Will AI Bite the Industry That Feeds It? Presentation

Evening Panel Moderation, Symposium on VLSI Technology and Circuits, 18.06.2024.

BibTeX | タグ: Invited Talks

20.

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.

BibTeX | タグ: Invited Talks

21.

Masato Motomura

[Invited] Reconfigurable AI Processing for Embedded Systems Presentation

Reconfigurable Architecture Workshop (RAW), 29.05.2024.

BibTeX | タグ: Invited Talks

22.

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.

BibTeX | タグ: Awards

23.

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.

BibTeX | タグ: Journal Papers

24.

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.

BibTeX | タグ: Conference Papers

25.

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.

BibTeX | タグ: Technical Reports

26.

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.

BibTeX | タグ: Awards

27.

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.

BibTeX | タグ: Invited Talks

28.

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.

BibTeX | タグ: Journal Papers

29.

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.

BibTeX | タグ: Conference Papers

30.

Daichi Fujiki

Data centric computing and machine learning, Presentation

Forest Workshop 2024, 08.03.2024.

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31.

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.

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32.

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.

BibTeX | タグ: Conference Papers

33.

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.

BibTeX | タグ: Journal Papers

34.

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.

BibTeX | タグ: Conference Papers

35.

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.

BibTeX | タグ: Conference Papers

36.

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.

BibTeX | タグ: Conference Papers

37.

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.

BibTeX | タグ: Conference Papers

2023

38.

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.

BibTeX | タグ: Journal Papers

39.

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.

BibTeX | タグ: Conference Papers

40.

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.

BibTeX | タグ: Invited Talks

41.

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.

Links | BibTeX | タグ: Journal Papers

42.

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.

Links | BibTeX | タグ: Journal Papers

43.

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.

BibTeX | タグ: Journal Papers

44.

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.

BibTeX | タグ: Awards

45.

Masato Motomura

[Invited] AI Computing - Tackling the Explosions of Data to Process and Decisions to Make Presentation

Samsung AI Forum, 07.11.2023.

BibTeX | タグ: Invited Talks

46.

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.

BibTeX | タグ: Invited Talks

47.

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.

BibTeX | タグ: Awards, Conference Papers

48.

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?).

BibTeX | タグ: Invited Talks

49.

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).

BibTeX | タグ: Invited Talks

50.

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.

BibTeX | タグ: Invited Talks

495 entries « 1 of 10 »