Prediction performance of random reservoirs with different topology for nonlinear dynamical systems with different number of degrees of freedom

Shailendra K. Rathor, Lina Jaurigue, Martin Ziegler +1

Reservoir computing (RC) is a powerful framework for predicting nonlinear dynamical systems, yet the role of reservoir topology$-$particularly symmetry in connectivity and weights$…