IR
E-4163
انگلیسی
IR
Neural-based orthogonal data fitting
[Book]
:the EXIN neural networks
/ Giansalvo Cirrincione, Maurizio Cirrincione
Hoboken, N.J.
: Wiley
, 2010.
xviii, 243 p., [12] p. of plates , ill. (some col.) , 25 cm.
(Adaptive and learning systems for signal processing, communication, and control.)
Print
Includes bibliographical references and index.
"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.
Adaptive and learning systems for signal processing, communications, and control
Neural networks (Computer science)
Numerical analysis
Orthogonalization methods
QA76
.
87
.
C525
2010
Cirrincione, Giansalvo,1959-
Cirrincione, Maurizio,1961-
ایران
Neural-based orthogonal data fitting the EXIN neural networks Giansalvo Cirrincione, Maurizio Cirrincione
عادی
عادی
E-4163.pdf
4101891
مختارزاده
متن
0
E-4163
انگلیسی
old catalog
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