Regression Methods for Determination of a Multilayer Neural Network Architecture

Abstract

The paper presents the technique used todetermine the architecture of a neuronal network by meansof the regression methods. Starting from the experimentalresults obtained by grouping the input data a regressionmodel is used to determine the number of hidden layers andthe number of neurons on each layer.

Keywords

• Regression methods
• Neural networks
• Hidden layers
• Clustering methods