GitHub

MATLAB implementation of Newton’s (Gauss–Newton) algorithm for training a simple multilayer perceptron with sigmoid activation.

This repository demonstrates how to apply Newton’s method (Gauss–Newton approximation with Levenberg–Marquardt damping) to train a simple multilayer perceptron (MLP) with sigmoid activation functions ...
IEEE

A methodology to enhance the convergence of Output Error identification algorithms

Abstract: In this work, a new off-line optimization approach is proposed to improve the global convergence. This algorithm, called Pseudo-Output Error (POE) algorithm ...