Analysis of Wide and Deep Echo State Networks for Multiscale Spatiotemporal Time Series Forecasting

Zachariah Carmichael, Humza Syed, Dhireesha Kudithipudi

Echo state networks are computationally lightweight reservoir models inspired by the random projections observed in cortical circuitry. As interest in reservoir computing has grown…