- Physical Review Journals
All JournalsPhysics Magazine

Physical Review Research

Articles Citing

Exploiting chaotic dynamics as deep neural networks

Shuhong Liu1,*, Nozomi Akashi2, Qingyao Huang1, Yasuo Kuniyoshi1, and Kohei Nakajima1,†

  • 1Graduate School of Information Science and Technology, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-8656, Japan
  • 2Graduate School of Informatics, Kyoto University, Yoshida-honmachi, Sakyo-ku, Kyoto 606-8501, Japan

  • *Contact author: s-liu@isi.imi.i.u-tokyo.ac.jp
  • †Contact author: k-nakajima@isi.imi.i.u-tokyo.ac.jp

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, Nozomi Akashi, Ryo Terajima, Tempei Kabayama, JingChuan Guan, and Kohei Nakajima

Chaos: An Interdisciplinary Journal of Nonlinear Science 36 023109 (2026)

Crisis-induced intermittency in reservoir computing

Tempei Kabayama, Motomasa Komuro, Yasuo Kuniyoshi, Kazuyuki Aihara, and Kohei Nakajima

Phys. Rev. Research 7 L032058 (2025)

Understanding chaotic neural networks: A comprehensive review

M Anusree and P Nair Pramod

Nonlinear Dyn 113 25389 (2025)

Chaotic oscillations in a new 2-D discrete dynamical system with hidden parameter

El-hafsi Boukhalfa and Tarek Nouioua

Boletim da Sociedade Paranaense de Matemática (2025)

Backpropagation Through Soft Body: Investigating Information Processing in Brain–Body Coupling Systems

Hiroki Tomioka, Katsuma Inoue, Yasuo Kuniyoshi, and Kohei Nakajima

adv. robot. res. e202500159 (2025)

Select page:
  • 1

Sign In to Your Journals Account

Filter

Filter

Article Lookup

Enter a citation