Neural Computing - An Introduction

Author:   R Beale (Department of Computer Science, University of York, UK) ,  T Jackson (Department of Computer Science, University of York, UK)
Publisher:   Taylor & Francis Ltd
ISBN:  

9780852742624


Pages:   256
Publication Date:   01 January 1990
Format:   Paperback
Availability:   In Print   Availability explained
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Neural Computing - An Introduction


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Overview

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.

Full Product Details

Author:   R Beale (Department of Computer Science, University of York, UK) ,  T Jackson (Department of Computer Science, University of York, UK)
Publisher:   Taylor & Francis Ltd
Imprint:   Institute of Physics Publishing
Dimensions:   Width: 15.60cm , Height: 1.30cm , Length: 23.40cm
Weight:   0.470kg
ISBN:  

9780852742624


ISBN 10:   0852742622
Pages:   256
Publication Date:   01 January 1990
Audience:   College/higher education ,  Professional and scholarly ,  Undergraduate ,  Postgraduate, Research & Scholarly
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Table of Contents

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

Reviews

It is clear that any introductory book must explain what the leaders of the current revival have done. This is well done by Beale and Jackson. Igor Aleksander, Imperial College of Science, Technology and Medicine Neural Computing is easy on the eye with a good layout and use of graphical icons to draw attention to mathematical proofs, algorithms (in clear format, which would lend itself to computer implementation) and summary sections. Denise Gorse, Times Higher Education Supplement clear that any introductory book must explain what the leaders of the current revival have done. This is well done by Beale and Jackson. Igor Aleksander, Imperial College of Science, Technology and Medicine Neural Computing is easy on the eye with a good layout and use of graphical icons to draw attention to mathematical proofs, algorithms (in clear format, which would lend itself to computer implementation) and summary sections. Denise Gorse, Times Higher Education Supplement ... most accessible. ... I was most impressed with the quality of this book. ... hard pressed to beat ... David Williams, The Australian Computer Journal st accessible. ... I was most impressed with the quality of this book. ... hard pressed to beat ... David Williams, The Australian Computer Journal


"""Neural Computing is easy on the eye with a good layout and use of graphical icons to draw attention to mathematical proofs, algorithms (in clear format, which would lend itself to computer implementation), and summary sections."" -Denise Gorse, Times Higher Education Supplement ""… most accessible. … I was most impressed with the quality of this book. … hard pressed to beat …"" -David Williams, The Australian Computer Journal ""It is clear that any introductory book must explain what the leaders of the current revival have done. This is well done by Beale and Jackson."" -Igor Aleksander, Imperial College of Science, Technology and Medicine, London, UK"


Author Information

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

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