Neural Computing - An Introduction

1. Auflage 1990
ISBN: 978-0-85274-262-4
Verlag: CRC Press

Buch, Englisch, 256 Seiten, Format (B × H): 155 mm x 234 mm, Gewicht: 422 g

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.

Zielgruppe

Undergraduate

Autoren/Hrsg.

Beale, R.

Jackson, T

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Fuzzy-Systeme

Inhaltsverzeichnis

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

Über Autor(innen)

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