Effect of shapes of activation functions on predictability in the echo state network

Hanten Chang, Shinji Nakaoka, Hiroyasu Ando

We investigate prediction accuracy for time series of Echo state networks with respect to several kinds of activation functions. As a result, we found that some kinds of activation…