Training Echo State Networks with Regularization through Dimensionality Reduction

Sigurd Løkse, Filippo Maria Bianchi, Robert Jenssen

In this paper we introduce a new framework to train an Echo State Network to predict real valued time-series. The method consists in projecting the output of the internal layer of…