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BL
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| Record Number
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1030180
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b784550
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| Main Entry
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Tarassenko, Lionel.
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| Title & Author
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A guide to neural computing applications /\ Lionel Tarassenko.
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| Publication Statement
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London :: Arnold ;New York :: Co-published in North, Central, and South America by John Wiley,, ©1998.
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| Page. NO
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1 online resource (x, 139 pages) :: illustrations
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| ISBN
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0080512607
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: 9780080512600
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0340705892
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0471255505
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9780340705896
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9780471255505
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| Notes
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"Commissioned for [Neural Computing Applications Forum] members"--Page ix.
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On t.p.: Neural Computing Applications Forum.
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| Bibliographies/Indexes
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Includes bibliographical references and index.
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| Contents
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Front Cover; A Guide to Neural Computing Applications; Copyright Page; Contents; Foreword; Chapter 1. Introduction; Chapter 2. Mathematical background for neural computing; Chapter 3. Managing a neural computing project; Chapter 4. Identifying applications and assessing their feasibility; Chapter 5. Neural computing hardware and software; Chapter 6. Collecting and preparing data; Chapter 7. Design, training and testing of the prototype; Chapter 8. The case studies; Chapter 9. More advanced topics; Appendix A: The error back-propagation algorithm for weight updates in an MLP.
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| Abstract
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Neural networks have shown enormous potential for commercial exploitation over the last few years but it is easy to overestimate their capabilities. A few simple algorithms will learn relationships between cause and effect or organise large volumes of data into orderly and informative patterns but they cannot solve every problem and consequently their application must be chosen carefully and appropriately. This book outlines how best to make use of neural networks. It enables newcomers to the technology to construct robust and meaningful non-linear models and classifiers and benefits the more.
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| Subject
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Neural computers.
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Neural networks (Computer science)
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COMPUTERS-- Neural Networks.
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Neural computers.
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Neural networks (Computer science)
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Ordinateurs neuronaux.
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| Subject
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Réseaux neuronaux (informatique)
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| Dewey Classification
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006.3/2
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| LC Classification
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QA76.87.T38 1998eb
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| Added Entry
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Neural Computing Applications Forum.
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