Training Echo State Networks with Regularization through Dimensionality Reduction

16 August 2016

Papers citing "Training Echo State Networks with Regularization through Dimensionality Reduction"

5 / 5 papers shown

Title
Learn to Synchronize, Synchronize to Learn Pietro Verzelli Cesare Alippi L. Livi 11 26 0 06 Oct 2020
Echo State Networks trained by Tikhonov least squares are L2(μ) approximators of ergodic dynamical systems Allen G. Hart J. Hook Jonathan H.P Dawes 24 46 0 14 May 2020
Reservoir computing approaches for representation and classification of multivariate time series F. Bianchi Simone Scardapane Sigurd Løkse Robert Jenssen AI4TS 22 140 0 21 Mar 2018
Temporal Overdrive Recurrent Neural Network F. Bianchi Michael C. Kampffmeyer E. Maiorino Robert Jenssen AI4TS 17 9 0 18 Jan 2017
Orthogonal Echo State Networks and stochastic evaluations of likelihoods N. Mayer Ying-Hao Yu 17 4 0 22 Jan 2016