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Introduction to Radial Basis Function Networks

Mark J. L. Orr
Centre for Cognitive Science, University of Edinburgh,
2, Buccleuch Place, Edinburgh EH8 9LW, Scotland

April 1996

Abstract:

This document is an introduction to radial basis function (RBF) networks, a type of artificial neural network for application to problems of supervised learning (e.g. regression, classification and time series prediction). It is available in either PostScript or hyper-text.

A package of MATLAB routines which implement the algorithms described herein together with a PostScript user manual are also available.


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mark@anc.ed.ac.uk