Humza Syed

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

2019

Echo state networks are computationally lightweight reservoir models inspired by the random projections observed in cortical circuitry. As interest in reservoir computing has grown, networks have become deeper and more intricate. While these networks are …