Robust Learning of Recurrent Neural Networks in Presence of Exogenous Noise

Arash Amini, Guangyi Liu, Nader Motee

Recurrent Neural networks (RNN) have shown promising potential for learning dynamics of sequential data. However, artificial neural networks are known to exhibit poor robustness in…