C++ Neural Networks and Fuzzy Logic: Preface

C++ Neural Networks and Fuzzy Logic

by Valluru B. Rao

MTBooks, IDG Books Worldwide, Inc.

ISBN: 1558515526   Pub Date: 06/01/95

Previous Table of Contents Next

Summary

This chapter presented the basics of the Adaptive Resonance Theory of Grossberg and Carpenter and a C++

implementation of the neural network modeled for this theory. It is an elegant theory that addresses the

stability–plasticity dilemma. The network relies on resonance. It is a self−organizing network and does

categorization by associating individual neurons of the F

2

 layer with individual patterns. By employing a

so−called 2/3 rule, it ensures stability in learning patterns.

Previous Table of Contents Next

Copyright ©

 IDG Books Worldwide, Inc.

C++ Neural Networks and Fuzzy Logic:Preface

Summary

219

---