2 papers
nlin.CD2026
One-shot prediction of noise-induced bifurcations with reservoir computing
Nozomi Akashi, Takayuki Watanabe, Masato Hara +4
Dynamical systems can exhibit complex responses when noise is injected. In particular, dynamics can be qualitatively altered by dynamic noise, a phenomenon known as noise-induced b…
nlin.CD2024
Trans-Bifurcation Prediction of Dynamics in terms of Extreme Learning Machines with Control Inputs
Satoru Tadokoro, Akihiro Yamaguchi, Takao Namiki +1
By extending the extreme learning machine by additional control inputs, we achieved almost complete reproduction of bifurcation structures of dynamical systems. The learning abilit…