The Resource A guide to neural computing applications, Lionel Tarassenko

A guide to neural computing applications, Lionel Tarassenko

Label
A guide to neural computing applications
Title
A guide to neural computing applications
Statement of responsibility
Lionel Tarassenko
Creator
Contributor
Subject
Language
eng
Summary
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
Action
digitized
Cataloging source
N$T
Dewey number
006.3/2
Illustrations
illustrations
Index
index present
LC call number
QA76.87
LC item number
.T38 1998eb
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Label
A guide to neural computing applications, Lionel Tarassenko
Publication
Note
  • "Commissioned for [Neural Computing Applications Forum] members"--Page ix
  • On t.p.: Neural Computing Applications Forum
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
http://library.link/vocab/branchCode
  • net
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
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
Control code
ocn182552486
Dimensions
unknown
Extent
1 online resource (x, 139 pages)
File format
unknown
Form of item
online
Isbn
9780080512600
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other physical details
illustrations
http://library.link/vocab/ext/overdrive/overdriveId
92299:92298
Quality assurance targets
not applicable
http://library.link/vocab/recordID
.b27290128
Reformatting quality
unknown
Reproduction note
Electronic reproduction.
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)182552486
  • ebsco0080512607
System details
Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002.

Library Locations

    • Deakin University Library - Geelong Waurn Ponds CampusBorrow it
      75 Pigdons Road, Waurn Ponds, Victoria, 3216, AU
      -38.195656 144.304955
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