Echo State Network - What is echo state network time series classification?

Time series prediction challenges have shown good results when using echo state networks (ESNs), which are effectively random-connected recurrent neural networks (RNNs) with a temporal kernel for time series data modeling. In the realm of time series classification (TSC), ESNs have just lately found use.