Readouts for Echo-state Networks Built using Locally Regularized Orthogonal Forward Regression

Ján Dolinský, Kei Hirose, Sadanori Konishi

Echo state network (ESN) is viewed as a temporal non-orthogonal expansion with pseudo-random parameters. Such expansions naturally give rise to regressors of various relevance to a…