Mitsuhiro Nishida

Embedding bifurcations into pneumatic artificial muscle

K. Nakajima, Yasuo Kuniyoshi, Nozomi Akashi, 2023, 2305.03994.

Input-driven bifurcations and information processing capacity in spintronics reservoirs

Ryo Sakurai, Sumito Tsunegi, Tomohiro Taniguchi, 2020 .

Embedding bifurcations into pneumatic artificial muscle

K. Nakajima, Yasuo Kuniyoshi, Nozomi Akashi, 2023, ArXiv.

A Coupled Spintronics Neuromorphic Approach for High‐Performance Reservoir Computing

K. Nakajima, T. Taniguchi, S. Tsunegi, 2022, Adv. Intell. Syst..

Durable Pneumatic Artificial Muscles with Electric Conductivity for Reliable Physical Reservoir Computing

K. Nakajima, R. Sakurai, Yasumichi Wakao, 2022, J. Robotics Mechatronics.

Emulating a sensor using soft material dynamics: A reservoir computing approach to pneumatic artificial muscle

Yasuo Kuniyoshi, Hideyuki Sakurai, Nozomi Akashi, 2020, 2020 3rd IEEE International Conference on Soft Robotics (RoboSoft).

Pre-training on physical dynamics enhances indirect sensing in recurrent neural networks

K. Nakajima, Yasumichi Wakao, Mitsuhiro Nishida, 2022, Micro-NanoMechatronics and Human Science.