Improving the prediction of spatio-temporal chaos by combining parallel reservoir computing with dimensionality reduction

Luk Fleddermann, Ulrich Parlitz, Gerrit Wellecke

Reservoir computers can be used to predict time series generated by spatio-temporal chaotic systems. Using multiple reservoirs in parallel has shown improved performances for these…