Ángel López García-Arias

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 12

Top Topics

Random Number Generator

Reservoir Computing

Top Venues

Publications

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)
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 (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 (2024)
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)
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)
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 (2023)
Ángel López García-Arias, Yasuyuki Okoshi, Masanori Hashimoto, Masato Motomura, Jaehoon Yu
Recurrent Residual Networks Contain Stronger Lottery Tickets. IEEE Access 11 (2023)
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)
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. ISSCC (2022)
Ángel López García-Arias, Masanori Hashimoto, Masato Motomura, Jaehoon Yu
Hidden-Fold Networks: Random Recurrent Residuals Using Sparse Supermasks. BMVC (2021)
Ángel López García-Arias, Masanori Hashimoto, Masato Motomura, Jaehoon Yu
Hidden-Fold Networks: Random Recurrent Residuals Using Sparse Supermasks. CoRR (2021)
Ángel López García-Arias, Jaehoon Yu, Masanori Hashimoto
Low-Cost Reservoir Computing using Cellular Automata and Random Forests. ISCAS (2020)