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

Table of Contents

Glossary

A

Activation

The weighted sum of the inputs to a neuron in a neural network.

Adaline

Adaptive linear element machine.

Adaptive Resonance Theory

Theory developed by Grossberg and Carpenter for categorization of patterns, and to address the

stability–plasticity dilemma.

Algorithm

A step−by−step procedure to solve a problem.

Annealing

A process for preventing a network from being drawn into a local minimum.

ART

(Adaptive Resonance Theory) ART1 is the result of the initial development of this theory for binary

inputs. Further developments led to ART2 for analog inputs. ART3 is the latest.