Sean E. Shaheen

Reservoir computing with large valid prediction time for the Lorenz system

2025 · arXiv (Cornell University)

We study the dependence of the Valid Prediction Time (VPT) of Reservoir Computers (RCs) on hyperparameters including the regularization coefficient, reservoir size, and spectral radius. Under carefully chosen conditions, the RC can achieve approximately 70% …