relation: http://eprints.imtlucca.it/1631/
title: Applications of Feed-Forward Neural Networks with Error Backpropagation Algorithm and Non-Linear Methods in MATLAB
creator: Giovanis, Eleftherios
subject: HB Economic Theory
description: In this paper we examine and present the methodology of feed-forward neural networks with error backpropagation algorithm and non-linear methods. We test some applications of time-series analysis in economics. The first part is consisted by applications following the traditional approach of neural networks. In the second part we propose a weighted input regression. Additionally, we present full programming routines in MATLAB in order to replicate the results and for further research applications, modifications, expansions and improvements. 
date: 2010-08
type: Working Paper
type: NonPeerReviewed
identifier:   Giovanis, Eleftherios  Applications of Feed-Forward Neural Networks with Error Backpropagation Algorithm and Non-Linear Methods in MATLAB.  Working Paper  # /2010          
relation: http://ssrn.com/abstract=1667438
relation: 10.2139/ssrn.1667438