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Publication search results
found 129 matches
- 2024
- 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. IEEE Access 12: 43660-43673 (2024) - Shungo Kumazawa, Jaehoon Yu, Kazushi Kawamura, Thiem Van Chu, Masato Motomura:
Toward Improving Ensemble-Based Collaborative Inference at the Edge. IEEE Access 12: 6926-6940 (2024) - 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. IEEE Access 12: 2057-2073 (2024) - 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. Trans. Mach. Learn. Res. 2024 (2024) - Junnosuke Suzuki, Mari Yasunaga, Kazushi Kawamura, Thiem Van Chu, Masato Motomura:
Progressive Variable Precision DNN With Bitwise Ternary Accumulation. AICAS 2024: 377-381 - Yuta Nagahara, Jiale Yan, Kazushi Kawamura, Masato Motomura, Thiem Van Chu:
Sparse-Sparse Matrix Multiplication Accelerator on FPGA featuring Distribute-Merge Product Dataflow. ASPDAC 2024: 785-791 - Kyo Kuroki, Satoru Jimbo, Thiem Van Chu, Masato Motomura, Kazushi Kawamura:
Classical Thermodynamics-based Parallel Annealing Algorithm for High-speed and Robust Combinatorial Optimization. GECCO 2024 - 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. ICCE 2024: 1-2 - Yuta Nagahara, Jiale Yan, Kazushi Kawamura, Masato Motomura, Thiem Van Chu:
Efficient COO to CSR Conversion for Accelerating Sparse Matrix Processing on FPGA. ICCE 2024: 1-2 - Masato Watanabe, Shungo Kumazawa, Thiem Van Chu, Kazushi Kawamura, Jaehoon Yu, Masato Motomura:
Exploration of Hyperdimensional Computing Using Locality-Sensitive Hashing Mechanism on FPGA. ICCE 2024: 1-2 - Mari Yasunaga, Junnosuke Suzuki, Masato Watanabe, Kazushi Kawamura, Thiem Van Chu, Masato Motomura:
High Throughput Datapath Design for Vision Permutator FPGA Accelerator. ICCE 2024: 1-2 - Tsukasa Yamakura, Kazushi Kawamura, Masato Motomura, Thiem Van Chu:
ETreeNet: Ensemble Model Fusing Decision Trees and Neural Networks for Small Tabular Data. IJCNN 2024: 1-8 - Masato Motomura:
RAW 2024 Invited Talk-5. IPDPS (Workshops) 2024: 87 - Hikari Otsuka, Daiki Chijiwa, Ángel López García-Arias, Yasuyuki Okoshi, Kazushi Kawamura, Thiem Van Chu, Daichi Fujiki, Susumu Takeuchi, Masato Motomura:
Partial Search in a Frozen Network is Enough to Find a Strong Lottery Ticket. CoRR abs/2402.14029 (2024) - 2023
- Ángel López García-Arias, Yasuyuki Okoshi, Masanori Hashimoto, Masato Motomura, Jaehoon Yu:
Recurrent Residual Networks Contain Stronger Lottery Tickets. IEEE Access 11: 16588-16604 (2023) - Jiale Yan, Kota Ando, Jaehoon Yu, Masato Motomura:
TT-MLP: Tensor Train Decomposition on Deep MLPs. IEEE Access 11: 10398-10411 (2023) - 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. IEICE Trans. Inf. Syst. 106(12): 1969-1978 (2023) - 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. COOL CHIPS 2023: 1-3 - Thiem Van Chu, Yu Mizutani, Yuta Nagahara, Shungo Kumazawa, Kazushi Kawamura, Jaehoon Yu, Masato Motomura:
Decision Forest Training Accelerator Based on Binary Feature Decomposition. FCCM 2023: 215 - 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. ISSCC 2023: 42-43 - Jiale Yan, Hiroaki Ito, Ángel López García-Arias, Yasuyuki Okoshi, Hikari Otsuka, Kazushi Kawamura, Thiem Van Chu, Masato Motomura:
Multicoated and Folded Graph Neural Networks With Strong Lottery Tickets. LoG 2023: 11 - 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. MCSoC 2023: 478-485 - 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. VLSI Technology and Circuits 2023: 1-2 - Jiale Yan, Hiroaki Ito, Ángel López García-Arias, Yasuyuki Okoshi, Hikari Otsuka, Kazushi Kawamura, Thiem Van Chu, Masato Motomura:
Multicoated and Folded Graph Neural Networks with Strong Lottery Tickets. CoRR abs/2312.03236 (2023) - 2022
- Masato Kiyohara, Satoshi Hamai, Kyohei Shiomoto, Satoru Harada, Tetsunari Harada, Goro Motomura, Satoshi Ikemura, Masanori Fujii, Shinya Kawahara, Yasuharu Nakashima:
Does accelerometer-based portable navigation provide more accurate and precise cup orientation without prosthetic impingement than conventional total hip arthroplasty? A randomized controlled study. Int. J. Comput. Assist. Radiol. Surg. 17(6): 1007-1015 (2022) - 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. IEICE Trans. Inf. Syst. 105-D(12): 2019-2031 (2022) - Yafei Ou, Prasoon Ambalathankandy, Shinya Takamaeda, Masato Motomura, Tetsuya Asai, Masayuki Ikebe:
Real-Time Tone Mapping: A Survey and Cross-Implementation Hardware Benchmark. IEEE Trans. Circuits Syst. Video Technol. 32(5): 2666-2686 (2022) - Pitchayapatchaya Srikram, Prasoon Ambalathankandy, Yuri Kanazawa, Masato Motomura, Masayuki Ikebe:
Ring-VCO-based ReLU activation function with linearity improvement for pulsed neuron circuits. ICECS 2022 2022: 1-4 - Yasuyuki Okoshi, Ángel López García-Arias, Kazutoshi Hirose, Kota Ando, Kazushi Kawamura, Thiem Van Chu, Masato Motomura, Jaehoon Yu:
Multicoated Supermasks Enhance Hidden Networks. ICML 2022: 17045-17055 - Daiki Okonogi, Satoru Jimbo, Kota Ando, Thiem Van Chu, Jaehoon Yu, Masato Motomura, Kazushi Kawamura:
APC-SCA: A Fully-Parallel Annealing Algorithm with Autonomous Pinning Effect Control. IPDPS Workshops 2022: 414-420
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