Exploiting Multiple Timescales in Hierarchical Echo State Networks

Luca Manneschi, Matthew O. A. Ellis, Guido Gigante +3

Echo state networks (ESNs) are a powerful form of reservoir computing that only require training of linear output weights whilst the internal reservoir is formed of fixed randomly…