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

The Gauss-Newton algorithm applied to track-while-scan radar

Abstract: The Gauss-Newton (GN) algorithm is the minimum-variance non-recursive estimation procedure invented by Gauss in 1809 [3, 4, 7]. Mathematicians refer to it by that name; statisticians refer ...
IEEE

A New DOA Estimation Algorithm Based on PSO-Gauss-Newton

Abstract: Direction-of-Arrival (DOA) estimation is a basic and important problem in sensor array signal processing. In order to solve this problem, many algorithms have been proposed. Among them, the ...