Nozomi Akashi

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 9

Top Topics

Recurrent Neural Networks

Reservoir Computing

Petroleum Industry

Top Venues

IEEE Robotics Autom. Lett.

Publications

Shuhong Liu, Nozomi Akashi, Qingyao Huang, Yasuo Kuniyoshi, Kohei Nakajima
Exploiting Chaotic Dynamics as Deep Neural Networks. CoRR (2024)
Thomas Geert de Jong, Nozomi Akashi, Tomohiro Taniguchi, Hirofumi Notsu, Kohei Nakajima
Virtual reservoir acceleration for CPU and GPU: Case study for coupled spin-torque oscillator reservoir. CoRR (2023)
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)
Wentao Sun, Nozomi Akashi, Yasuo Kuniyoshi, Kohei Nakajima
Physics-Informed Recurrent Neural Networks for Soft Pneumatic Actuators. IEEE Robotics Autom. Lett. 7 (3) (2022)
Wentao Sun, Nozomi Akashi, Yasuo Kuniyoshi, Kohei Nakajima
Self-Organization of Physics-Informed Mechanisms in Recurrent Neural Networks: A Case Study in Pneumatic Artificial Muscles. RoboSoft (2022)
Wentao Sun, Nozomi Akashi, Yasuo Kuniyoshi, Kohei Nakajima
Physics-informed reservoir computing with autonomously switching readouts: a case study in pneumatic artificial muscles. 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)
Nozomi Akashi, Kohei Nakajima, Yasuo Kuniyoshi
Unpredictable as dice: analyzing riddled basin structures in a passive dynamic walker. MHS (2019)