NARX Identification using Derivative-Based Regularized Neural Networks

L. H. Peeters, G. I. Beintema, M. Forgione +1

This work presents a novel regularization method for the identification of Nonlinear Autoregressive eXogenous (NARX) models. The regularization method promotes the exponential deca…