1st Edition

Neural Computing - An Introduction

By R Beale Copyright 1990
    256 Pages
    by CRC Press

    Neural computing is one of the most interesting and rapidly growing areas of research, attracting researchers from a wide variety of scientific disciplines. Starting from the basics, Neural Computing covers all the major approaches, putting each in perspective in terms of their capabilities, advantages, and disadvantages. The book also highlights the applications of each approach and explores the relationships among models developed and between the brain and its function.

    A comprehensive and comprehensible introduction to the subject, this book is ideal for undergraduates in computer science, physicists, communications engineers, workers involved in artificial intelligence, biologists, psychologists, and physiologists.

    Preface 1 Introduction 2 Pattern Recognition 3 The Basic Neuron 4 The Multilayer Perception 5 Kohonen Self-Organising Networks 6 Hopfield Networks 7 Adaptive Resonance Memory 8 Associative Memory

    Biography

    R Beale, T Jackson, both Department of Computer Science, Univeraity of York.