8 citations · 8 across the 3 of their papers we have counts for
4 papers
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…
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…
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…
Understanding migraine using dynamical network biomarkers
Markus A. Dahlem, Jürgen Kurths, Michel D. Ferrari +3
Background: Mathematical modeling approaches are becoming ever more established in clinical neuroscience. They provide insight that is key to understand complex interactions of net…