Next-Generation Reservoir Computing for Dynamical Inference

Rok Cestnik, Erik A. Martens

We present a simple and scalable implementation of next-generation reservoir computing (NGRC) for modeling dynamical systems from time-series data. The method uses a pseudorandom n…