Stabilizing machine learning prediction of dynamics: Novel noise-inspired regularization tested with reservoir computing

Alexander Wikner, Joseph Harvey, Michelle Girvan, Brian R. Hunt, Andrew Pomerance, Thomas M. Antonsen Jr., Edward Ott. Stabilizing machine learning prediction of dynamics: Novel noise-inspired regularization tested with reservoir computing. Neural Networks, 170:94-110, 2024. [doi]

Abstract

Abstract is missing.