An Experimental Analysis of the Echo State Network Initialization Using the Particle Swarm Optimization

Sebastián Basterrech, Enrique Alba, Václav Snášel

This article introduces a robust hybrid method for solving supervised learning tasks, which uses the Echo State Network (ESN) model and the Particle Swarm Optimization (PSO) algori…