Yasumichi Wakao

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 6

Top Topics

Nonlinear Dimensionality Reduction

Similar Objects

Spatially Varying

Reservoir Computing

Top Venues

Adv. Intell. Syst.

Publications

Nozomi Akashi, Yasuo Kuniyoshi, Taketomo Jo, Mitsuhiro Nishida, Ryo Sakurai, Yasumichi Wakao, Kohei Nakajima
Embedding bifurcations into pneumatic artificial muscle. CoRR (2023)
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)
Mitsuhiro Nishida, Ryo Sakurai, Yasumichi Wakao, Kohei Nakajima
Pre-training on physical dynamics enhances indirect sensing in recurrent neural networks. MHS (2022)
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) (2022)
Yasumichi Wakao, Ryo Sakurai, Hajime Kitano, Kohei Nakajima
Object Recognition Using the Deformation Dynamics of Polyurethane Foam. MHS (2021)
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)