Regularized Least Squares Training of Quadratic Neural Networks with Applications to System Identification

Luis Rodrigues, Zachary Yetman Van Egmond, Mohammad R. Amiri Fard

This paper proposes a least squares approach for the training of quadratic neural networks with regularization. The proposed methodology yields a lower bound on the solution of the…