On the emergence of numerical instabilities in Next Generation Reservoir Computing

Edmilson Roque dos Santos, Erik Bollt

Next Generation Reservoir Computing (NGRC) is a low-cost machine learning method for forecasting chaotic time series from data. Computational efficiency is crucial for scalable res…