Nozomi Akashi

According to our database, Nozomi Akashi authored at least 10 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Incorporating Coupling Knowledge into Echo State Networks for Learning Spatiotemporally Chaotic Dynamics.

Kuei-Jan Chu, Nozomi Akashi, Akihiro Yamamoto

CoRR, April, 2025

2024

Exploiting Chaotic Dynamics as Deep Neural Networks.

Shuhong Liu, Nozomi Akashi, Qingyao Huang, Yasuo Kuniyoshi, Kohei Nakajima

CoRR, 2024

2023

Virtual reservoir acceleration for CPU and GPU: Case study for coupled spin-torque oscillator reservoir.

Thomas Geert de Jong, Nozomi Akashi, Tomohiro Taniguchi, Hirofumi Notsu, Kohei Nakajima

CoRR, 2023

Embedding bifurcations into pneumatic artificial muscle.

Nozomi Akashi, Yasuo Kuniyoshi, Taketomo Jo, Mitsuhiro Nishida, Ryo Sakurai, Yasumichi Wakao, Kohei Nakajima

CoRR, 2023

2022

Physics-Informed Recurrent Neural Networks for Soft Pneumatic Actuators.

Wentao Sun, Nozomi Akashi, Yasuo Kuniyoshi, Kohei Nakajima

IEEE Robotics Autom. Lett., 2022

A Coupled Spintronics Neuromorphic Approach for High-Performance Reservoir Computing.

Nozomi Akashi, Yasuo Kuniyoshi, Sumito Tsunegi, Tomohiro Taniguchi, Mitsuhiro Nishida, Ryo Sakurai, Yasumichi Wakao, Kenji Kawashima, Kohei Nakajima

Adv. Intell. Syst., 2022

Self-Organization of Physics-Informed Mechanisms in Recurrent Neural Networks: A Case Study in Pneumatic Artificial Muscles.

Wentao Sun, Nozomi Akashi, Yasuo Kuniyoshi, Kohei Nakajima

Proceedings of the 5th IEEE International Conference on Soft Robotics, 2022

2021

Physics-informed reservoir computing with autonomously switching readouts: a case study in pneumatic artificial muscles.

Wentao Sun, Nozomi Akashi, Yasuo Kuniyoshi, Kohei Nakajima

Proceedings of the International Symposium on Micro-NanoMechatronics and Human Science, 2021

2020

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

Ryo Sakurai, Mitsuhiro Nishida, Hideyuki Sakurai, Yasumichi Wakao, Nozomi Akashi, Yasuo Kuniyoshi, Yuna Minami, Kohei Nakajima

Proceedings of the 3rd IEEE International Conference on Soft Robotics, 2020

2019

Unpredictable as dice: analyzing riddled basin structures in a passive dynamic walker.

Nozomi Akashi, Kohei Nakajima, Yasuo Kuniyoshi

Proceedings of the International Symposium on Micro-NanoMechatronics and Human Science, 2019