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
Provider
Publisher
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
Cataloging source
IEEEE
http://library.link/vocab/creatorDate
1959-
http://library.link/vocab/creatorName
Cirrincione, Giansalvo
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
http://library.link/vocab/relatedWorkOrContributorDate
1961-
http://library.link/vocab/relatedWorkOrContributorName
  • Cirrincione, Maurizio
  • IEEE Xplore
  • John Wiley & Sons
  • Institute of Electrical and Electronics Engineers
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
  • COMPUTERS
  • 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
Note
Made available via IEEE Xplore Digital Library
Bibliography note
Includes bibliographical references and index
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
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
Dimensions
unknown
Extent
1 online resource (xviii, 243 pages, [12] pages of plates)
Form of item
online
Isbn
9780470638286
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
illustrations (some color).
Specific material designation
remote
Stock number
9780470638286
System control number
  • (OCoLC)715365110
  • (OCoLC)ocn715365110
Label
Neural-based orthogonal data fitting : the EXIN neural networks, Giansalvo Cirrincione, Maurizio Cirrincione, (electronic resource)
Publication
Note
Made available via IEEE Xplore Digital Library
Bibliography note
Includes bibliographical references and index
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
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
Dimensions
unknown
Extent
1 online resource (xviii, 243 pages, [12] pages of plates)
Form of item
online
Isbn
9780470638286
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
illustrations (some color).
Specific material designation
remote
Stock number
9780470638286
System control number
  • (OCoLC)715365110
  • (OCoLC)ocn715365110

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