3 papers
math.DS2026
Anticipating bifurcations of random dynamical systems through tails of stationary densities
Wei Hao Tey, Guillermo Olicón-Méndez, Jeroen S. W. Lamb +1
We develop an early-warning signal for bifurcations of one-dimensional random difference equations with additive bounded noise, based on the asymptotic behaviour of the stationary…
nlin.CD2025
Revisiting multifunctionality in reservoir computing
Swarnendu Mandal, Kazuyuki Aihara
Multifunctionality is ubiquitous in biological neurons. Several studies have translated the concept to artificial neural networks as well. Recently, multifunctionality in reservoir…
nlin.CD2024
Adaptive control in dynamical systems using reservoir computing
Swarnendu Mandal, Swati Chauhan, Umesh Kumar Verma +2
We demonstrate a data-driven technique for adaptive control in dynamical systems that exploits the reservoir computing method. We show that a reservoir computer can be trained to p…