Deep Learning of Dynamical System Parameters from Return Maps as Images

Connor James Stephens, Emmanuel Blazquez

We present a novel approach to system identification (SI) using deep learning techniques. Focusing on parametric system identification (PSI), we use a supervised learning approach…