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Nozomi Akashi
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2020 – today
- 2024
- [i3]Shuhong Liu, Nozomi Akashi, Qingyao Huang, Yasuo Kuniyoshi, Kohei Nakajima:
Exploiting Chaotic Dynamics as Deep Neural Networks. CoRR abs/2406.02580 (2024) - 2023
- [i2]Nozomi Akashi, Yasuo Kuniyoshi, Taketomo Jo, Mitsuhiro Nishida, Ryo Sakurai, Yasumichi Wakao, Kohei Nakajima:
Embedding bifurcations into pneumatic artificial muscle. CoRR abs/2305.03994 (2023) - [i1]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 abs/2312.01121 (2023) - 2022
- [j2]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) - [j1]Wentao Sun, Nozomi Akashi, Yasuo Kuniyoshi, Kohei Nakajima:
Physics-Informed Recurrent Neural Networks for Soft Pneumatic Actuators. IEEE Robotics Autom. Lett. 7(3): 6862-6869 (2022) - [c4]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: 409-415 - 2021
- [c3]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: 1-6 - 2020
- [c2]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: 710-717
2010 – 2019
- 2019
- [c1]Nozomi Akashi, Kohei Nakajima, Yasuo Kuniyoshi:
Unpredictable as dice: analyzing riddled basin structures in a passive dynamic walker. MHS 2019: 1-6
Coauthor Index
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