Continuous-Time Piecewise-Linear Recurrent Neural Networks

Alena Brändle, Lukas Eisenmann, Florian Götz +1

In dynamical systems reconstruction (DSR) we aim to recover the dynamical system (DS) underlying observed time series. Specifically, we aim to learn a generative surrogate model wh…