| Input-driven bifurcations and information processing capacity in spintronics reservoirs N Akashi, T Yamaguchi, S Tsunegi, T Taniguchi, M Nishida, R Sakurai, ... Physical Review Research 2 (4), 043303, 2020 | 38 | 2020 |
| Emulating a sensor using soft material dynamics: A reservoir computing approach to pneumatic artificial muscle R Sakurai, M Nishida, H Sakurai, Y Wakao, N Akashi, Y Kuniyoshi, ... 2020 3rd IEEE International Conference on Soft Robotics (RoboSoft), 710-717, 2020 | 29* | 2020 |
| Physics-informed recurrent neural networks for soft pneumatic actuators W Sun, N Akashi, Y Kuniyoshi, K Nakajima IEEE Robotics and Automation Letters 7 (3), 6862-6869, 2022 | 27 | 2022 |
| Periodic structure of memory function in spintronics reservoir with feedback current T Yamaguchi, N Akashi, S Tsunegi, H Kubota, K Nakajima, T Taniguchi Physical Review Research 2 (2), 023389, 2020 | 27 | 2020 |
| Chaos in nanomagnet via feedback current T Taniguchi, N Akashi, H Notsu, M Kimura, H Tsukahara, K Nakajima Physical Review B 100 (17), 174425, 2019 | 23 | 2019 |
| Step-like dependence of memory function on pulse width in spintronics reservoir computing T Yamaguchi, N Akashi, K Nakajima, H Kubota, S Tsunegi, T Taniguchi Scientific reports 10 (1), 19536, 2020 | 20 | 2020 |
| Synchronization and chaos in a spin-torque oscillator with a perpendicularly magnetized free layer T Yamaguchi, N Akashi, K Nakajima, S Tsunegi, H Kubota, T Taniguchi Physical Review B 100 (22), 224422, 2019 | 18 | 2019 |
| A Coupled Spintronics Neuromorphic Approach for High‐Performance Reservoir Computing N Akashi, Y Kuniyoshi, S Tsunegi, T Taniguchi, M Nishida, R Sakurai, ... Advanced Intelligent Systems 4 (10), 2200123, 2022 | 17 | 2022 |
| Physics-informed reservoir computing with autonomously switching readouts: a case study in pneumatic artificial muscles W Sun, N Akashi, Y Kuniyoshi, K Nakajima The 32nd 2021 International Symposium on Micro-NanoMechatronics and Human …, 2021 | 8 | 2021 |
| Unpredictable as dice: analyzing riddled basin structures in a passive dynamic walker N Akashi, K Nakajima, Y Kuniyoshi 2019 international symposium on micro-nanomechatronics and human science …, 2019 | 6 | 2019 |
| Soft timer: dynamic clock embedded in soft body K Nakajima, T Li, N Akashi Robotic Systems and Autonomous Platforms, 181-196, 2019 | 6 | 2019 |
| Self-Organization of Physics-Informed Mechanisms in Recurrent Neural Networks: A Case Study in Pneumatic Artificial Muscles W Sun, N Akashi, Y Kuniyoshi, K Nakajima 2022 IEEE 5th International Conference on Soft Robotics (RoboSoft), 409-415, 2022 | 4 | 2022 |
| A mechanical true random number generator N Akashi, K Nakajima, M Shibayama, Y Kuniyoshi New Journal of Physics 24 (1), 013019, 2022 | 4 | 2022 |
| Modeling and Control of Continuum Body S Hirai, H Mochiyama, K Nakajima, N Akashi The Science of Soft Robots: Design, Materials and Information Processing …, 2023 | 1 | 2023 |
| リンク機構のカオスの統計力学的解析 (非線形問題) 明石望洋， 宮崎修次 電子情報通信学会技術研究報告 116 (215), 1-4, 2016 | 1 | 2016 |
| スパイダリンケージの運動方程式の導出と数値解析 明石望洋， 宮崎修次 電子情報通信学会技術研究報告 115 (515), 69-74, 2016 | 1 | 2016 |
| Embedding bifurcations into pneumatic artificial muscle N Akashi, Y Kuniyoshi, T Jo, M Nishida, R Sakurai, Y Wakao, K Nakajima Advanced Science, 2304402, 2024 | | 2024 |
| Virtual reservoir acceleration for CPU and GPU: Case study for coupled spin-torque oscillator reservoir T De Jong, N Akashi, T Taniguchi, H Notsu, K Nakajima Machine Learning with New Compute Paradigms, 2023 | | 2023 |
| Sharp changes in fractal basin of attraction in passive dynamic walking K Okamoto, N Akashi, I Obayashi, K Nakajima, H Kokubu, K Senda, ... Nonlinear Dynamics 111 (23), 21941-21955, 2023 | | 2023 |
| Information Processing Using Soft Body Dynamics K Nakajima, H Sawada, N Akashi The Science of Soft Robots: Design, Materials and Information Processing …, 2023 | | 2023 |
Kohei NakajimaUniversity of TokyoVerified email at isi.imi.i.u-tokyo.ac.jp
