The Resource Neural networks and computing : learning algorithms and applications, Tommy W.S. Chow, Siu-Yeung Cho

Neural networks and computing : learning algorithms and applications, Tommy W.S. Chow, Siu-Yeung Cho

Label
Neural networks and computing : learning algorithms and applications
Title
Neural networks and computing
Title remainder
learning algorithms and applications
Statement of responsibility
Tommy W.S. Chow, Siu-Yeung Cho
Creator
Contributor
Subject
Language
eng
Summary
This book covers neural networks with special emphasis on advanced learning methodologies and applications. It includes practical issues of weight initializations, stalling of learning, and escape from a local minima, which have not been covered by many existing books in this area. Additionally, the book highlights the important feature selection problem, which baffles many neural networks practitioners because of the difficulties handling large datasets. It also contains several interesting IT, engineering and bioinformatics applications
Member of
Cataloging source
N$T
Dewey number
006.3/2
Illustrations
illustrations
Index
index present
LC call number
QA76.87
LC item number
.C48 2007eb
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Series statement
Series in electrical and computer engineering
Series volume
v. 7
Label
Neural networks and computing : learning algorithms and applications, Tommy W.S. Chow, Siu-Yeung Cho
Publication
Note
Some online versions lack accompanying media packaged with the printed version
Antecedent source
unknown
Bibliography note
Includes bibliographical references (pages 291-304) 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
Introduction -- Learning performance and enhancement -- Generalization and performance enhancement -- Basis function networks for classification -- Self-organizing maps -- Classification and feature selection -- Engineering applications
Control code
ocn827944995
Dimensions
unknown
Extent
1 online resource (xii, 309 pages)
File format
unknown
Form of item
online
Isbn
9781860949692
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other physical details
illustrations
Quality assurance targets
not applicable
http://library.link/vocab/recordID
.b23097759
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)827944995
  • ebscoaca186094969X

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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