xviii, 243 p., [12] p. of plates , ill. (some col.) , 25 cm.
SERIES
Series Title
(Adaptive and learning systems for signal processing, communication, and control.)
NOTES PERTAINING TO PUBLICATION, DISTRIBUTION, ETC.
Text of Note
Print
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references and index.
CONTENTS NOTE
Text of Note
"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."--Provided by publisher.
SERIES
Title
Adaptive and learning systems for signal processing, communications, and control
TOPICAL NAME USED AS SUBJECT
Neural networks (Computer science)
Numerical analysis
Orthogonalization methods
LIBRARY OF CONGRESS CLASSIFICATION
Class number
QA76
.
87
Book number
.
C525
2010
PERSONAL NAME - PRIMARY RESPONSIBILITY
Cirrincione, Giansalvo,1959-
PERSONAL NAME - SECONDARY RESPONSIBILITY
Cirrincione, Maurizio,1961-
ORIGINATING SOURCE
Country
ایران
ELECTRONIC LOCATION AND ACCESS
Host name
Neural-based orthogonal data fitting the EXIN neural networks Giansalvo Cirrincione, Maurizio Cirrincione