Chaos-Free Networks are Stable Recurrent Neural Networks

Stefano De Carli, Davide Previtali, Mirko Mazzoleni +1

Gated Recurrent Neural Networks (RNNs) are widely used for nonlinear system identification due to their high accuracy, although they often exhibit complex, chaotic dynamics that ar…