Coverart for item
The Resource Neural-based orthogonal data fitting : the EXIN neural networks, Giansalvo Cirrincione, Maurizio Cirrincione, (electronic resource)

Neural-based orthogonal data fitting : the EXIN neural networks, Giansalvo Cirrincione, Maurizio Cirrincione, (electronic resource)

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."--
Member of
Assigning source
Provided by publisher
http://library.link/vocab/creatorDate
1959-
http://library.link/vocab/creatorName
Cirrincione, Giansalvo
Dewey number
006.3/2
Illustrations
  • illustrations
  • plates
Index
index present
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorDate
1961-
http://library.link/vocab/relatedWorkOrContributorName
Cirrincione, Maurizio
Series statement
Adaptive and learning systems for signal processing, communication, and control
http://library.link/vocab/subjectName
  • Neural networks (Computer science)
  • Numerical analysis
  • Orthogonalization methods
Label
Neural-based orthogonal data fitting : the EXIN neural networks, Giansalvo Cirrincione, Maurizio Cirrincione, (electronic resource)
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Color
multicolored
Contents
Frontmatter -- Color Plates -- Total Least Squares Problems -- MCA EXIN Neuron -- Variants of the MCA EXIN Neuron -- Introduction to the TLS EXIN Neuron -- Generalization of Linear Regression Problems -- GeMCA EXIN Theory -- References -- Index -- Adaptive and Learning Systems for Signal Processing, Communication, and Control
Control code
ocn715365110
Dimensions
unknown
Extent
1 online resource (xviii, 243 pages, [12] pages of plates)
Form of item
online
Isbn
9780470638286
Isbn Type
(electronic bk.)
Note
Wiley
Other physical details
illustrations (some color)
Specific material designation
remote
System control number
(OCoLC)715365110
Label
Neural-based orthogonal data fitting : the EXIN neural networks, Giansalvo Cirrincione, Maurizio Cirrincione, (electronic resource)
Publication
Bibliography note
Includes bibliographical references and index
Color
multicolored
Contents
Frontmatter -- Color Plates -- Total Least Squares Problems -- MCA EXIN Neuron -- Variants of the MCA EXIN Neuron -- Introduction to the TLS EXIN Neuron -- Generalization of Linear Regression Problems -- GeMCA EXIN Theory -- References -- Index -- Adaptive and Learning Systems for Signal Processing, Communication, and Control
Control code
ocn715365110
Dimensions
unknown
Extent
1 online resource (xviii, 243 pages, [12] pages of plates)
Form of item
online
Isbn
9780470638286
Isbn Type
(electronic bk.)
Note
Wiley
Other physical details
illustrations (some color)
Specific material designation
remote
System control number
(OCoLC)715365110

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