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Journal Articles
- 2022
[j2]Nozomi Akashi
, Yasuo Kuniyoshi, Sumito Tsunegi, Tomohiro Taniguchi, Mitsuhiro Nishida, Ryo Sakurai, Yasumichi Wakao, Kenji Kawashima, Kohei Nakajima:
A Coupled Spintronics Neuromorphic Approach for High-Performance Reservoir Computing. Adv. Intell. Syst. 4(10) (2022)- [j1]Ryo Sakurai, Mitsuhiro Nishida, Taketomo Jo, Yasumichi Wakao, Kohei Nakajima:
Durable Pneumatic Artificial Muscles with Electric Conductivity for Reliable Physical Reservoir Computing. J. Robotics Mechatronics 34(2): 240-248 (2022)
Conference and Workshop Papers
- 2022
- [c3]Mitsuhiro Nishida, Ryo Sakurai, Yasumichi Wakao, Kohei Nakajima:
Pre-training on physical dynamics enhances indirect sensing in recurrent neural networks. MHS 2022: 1-7 - 2021
- [c2]Yasumichi Wakao, Ryo Sakurai, Hajime Kitano, Kohei Nakajima:
Object Recognition Using the Deformation Dynamics of Polyurethane Foam. MHS 2021: 1-6 - 2020
- [c1]Ryo Sakurai, Mitsuhiro Nishida, Hideyuki Sakurai, Yasumichi Wakao, Nozomi Akashi, Yasuo Kuniyoshi, Yuna Minami, Kohei Nakajima:
Emulating a sensor using soft material dynamics: A reservoir computing approach to pneumatic artificial muscle. RoboSoft 2020: 710-717
Informal and Other Publications
- 2023
- [i1]Nozomi Akashi, Yasuo Kuniyoshi, Taketomo Jo, Mitsuhiro Nishida, Ryo Sakurai, Yasumichi Wakao, Kohei Nakajima:
Embedding bifurcations into pneumatic artificial muscle. CoRR abs/2305.03994 (2023)
Coauthor Index
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