Nozomi Akashi
4PUBLICATIONS
16CO-AUTHORS
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Publications (4)
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|Feb 02, 2026
Reservoir computing bootcamp-From Python/NumPy tutorial for the complete beginners to cutting-edge research topics of reservoir computing.Katsuma Inoue, Tomoyuki Kubota, Quoc Hoan Tran
|Jan 02, 2026
Predicting bifurcation of mechanical systems using reservoir computing: Case studies on legged locomotion and pneumatic soft actuator.Junyi Shen, Rémi Al Ajroudi, Nozomi Akashi
|Sep 17, 2025
Incorporating coupling knowledge into echo state networks for learning spatiotemporally chaotic dynamics.Kuei-Jan Chu, Nozomi Akashi, Akihiro Yamamoto
|Apr 19, 2024
Embedding Bifurcations into Pneumatic Artificial Muscle.Nozomi Akashi, Yasuo Kuniyoshi, Taketomo Jo
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Frequent Collaborators
2 joint publications
Kohei Nakajima
1 joint publications
Kuei-Jan Chu
1 joint publications
Akihiro Yamamoto
1 joint publications
Junyi Shen
1 joint publications
Rémi Al Ajroudi
1 joint publications
Taketomo Jo
1 joint publications
Mitsuhiro Nishida
1 joint publications
Yasumichi Wakao
1 joint publications
Ryo Sakurai
1 joint publications
Yasuo Kuniyoshi
