28 citations · 28 across the 1 of their papers we have counts for
2 papers
nlin.AO2019★ 28 cited
Inferring the dynamics of oscillatory systems using recurrent neural networks
Rok Cestnik, Markus Abel
We investigate the predictive power of recurrent neural networks for oscillatory systems not only on the attractor, but in its vicinity as well. For this we consider systems pertur…
nlin.AO2018
Inferring the phase response curve from observation of a continuously perturbed oscillator
Rok Cestnik, Michael Rosenblum
Phase response curves are important for analysis and modeling of oscillatory dynamics in various applications, particularly in neuroscience. Standard experimental technique for det…