The Resource Neural-based orthogonal data fitting : the EXIN neural networks, Giansalvo Cirrincione, Maurizio Cirrincione

Neural-based orthogonal data fitting : the EXIN neural networks, Giansalvo Cirrincione, Maurizio Cirrincione

Label
Neural-based orthogonal data fitting : the EXIN neural networks
Title
Neural-based orthogonal data fitting
Title remainder
the EXIN neural networks
Statement of responsibility
Giansalvo Cirrincione, Maurizio Cirrincione
Creator
Contributor
Subject
Language
eng
Summary
"Written by three leaders in the field of neural based algorithms, Neural Based Orthogonal Data Fitting proposes several neural networks, all endowed with a complete theory which not only explains their behavior, but also compares them with the existing neural and traditional algorithms. The algorithms are studied from different points of view, including: as a differential geometry problem, as a dynamic problem, as a stochastic problem, and as a numerical problem. All algorithms have also been analyzed on real time problems (large dimensional data matrices) and have shown accurate solutions. Where most books on the subject are dedicated to PCA (principal component analysis) and consider MCA (minor component analysis) as simply a consequence, this is the fist book to start from the MCA problem and arrive at important conclusions about the PCA problem."--
Related
Member of
Cataloging source
OCoLC
Dewey number
006.3/2
Illustrations
  • illustrations
  • plates
Index
index present
LC call number
QA76.87
LC item number
.C525 2010
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Series statement
Adaptive and learning systems for signal processing, communication, and control
Label
Neural-based orthogonal data fitting : the EXIN neural networks, Giansalvo Cirrincione, Maurizio Cirrincione
Publication
Bibliography note
Includes bibliographical references and index
http://library.link/vocab/branchCode
  • net
Color
multicolored
Control code
000047125769
Dimensions
25 cm
Dimensions
unknown
Extent
1 online resource (xviii, 243 p.), [12] p.) of plates
Form of item
electronic
Isbn
9780470638286
Other physical details
ill. (some col.)
http://library.link/vocab/ext/overdrive/overdriveId
9780470638286
http://library.link/vocab/recordID
.b25584157
Specific material designation
remote
System control number
  • (OCoLC)715365110
  • ieee:ebk0470638281
System details
Mode of access: World Wide Web

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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