Universality of reservoir systems with recurrent neural networks

Hiroki Yasumoto, Toshiyuki Tanaka

Approximation capability of reservoir systems whose reservoir is a recurrent neural network (RNN) is discussed. We show what we call uniform strong universality of RNN reservoir sy…