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The Resource Neural smithing : supervised learning in feedforward artificial neural networks, Russell D. Reed and Robert J. Marks II, (electronic resource)

Neural smithing : supervised learning in feedforward artificial neural networks, Russell D. Reed and Robert J. Marks II, (electronic resource)

Label
Neural smithing : supervised learning in feedforward artificial neural networks
Title
Neural smithing
Title remainder
supervised learning in feedforward artificial neural networks
Statement of responsibility
Russell D. Reed and Robert J. Marks II
Creator
Contributor
Subject
Language
eng
Cataloging source
DLC
Illustrations
illustrations
Index
index present
LC call number
QA76.87
LC item number
.R44 1999
Literary form
non fiction
Nature of contents
bibliography
Neural smithing : supervised learning in feedforward artificial neural networks, Russell D. Reed and Robert J. Marks II, (electronic resource)
Label
Neural smithing : supervised learning in feedforward artificial neural networks, Russell D. Reed and Robert J. Marks II, (electronic resource)
Link
http://libproxy.rpi.edu/login?url=http://www.netlibrary.com/urlapi.asp?action=summary&v=1&bookid=9366
Publication
Note
"A Bradford book."
Related Contributor
Related Location
Related Agents
Related Authorities
Related Subjects
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Bibliography note
Includes bibliographical references (p. [319]-338) and index
Color
multicolored
Contents
  • 5.
  • Back-propagation
  • 6.
  • Learning rate and momentum
  • 7.
  • Weight-initialization techniques
  • 8.
  • The error surface
  • 9.
  • Faster variations of back-propagation
  • 1.
  • 10.
  • Classical optimization techniques
  • 11.
  • Genetic algorithms and neural networks
  • 12.
  • Constructive methods
  • 13.
  • Pruning algorithms
  • 14.
  • Factors influencing generalization
  • Introduction
  • 15.
  • Generalization prediction and assessment
  • 16.
  • Heuristics for improving generalization
  • 17.
  • Effects of training with noisy inputs
  • 2.
  • Supervised learning
  • 3.
  • Single-layer networks
  • 4.
  • MLP representational capabilities
http://library.link/vocab/cover_art
https://contentcafe2.btol.com/ContentCafe/Jacket.aspx?Return=1&Type=S&Value=9780585078380&userID=ebsco-test&password=ebsco-test
Dimensions
unknown
http://library.link/vocab/discovery_link
{'f': 'http://opac.lib.rpi.edu/record=b3124288'}
Extent
1 online resource (viii, 346 p.)
Form of item
online
Isbn
9780585078380
Isbn Type
(electronic bk.)
Other physical details
ill.
Specific material designation
remote

Library Locations

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      42.729766 -73.682577
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