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Subspace learning of neural networks /

Lv, Jian Cheng.

Subspace learning of neural networks /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Subspace learning of neural networks // Jian Cheng Lv, Zhang Yi, Jiliu Zhou.
Author:	Lv, Jian Cheng.
other author:	Yi, Zhang.
Published:	Boca Raton, FL :CRC Press, : c2011.,
Description:	xxii, 233 p. :ill. ; : 25 cm.;
Subject:	Neural networks (Computer science) -
ISBN:	9781439815359 (cloth) :

Subspace learning of neural networks /
Lv, Jian Cheng.

Subspace learning of neural networks /Jian Cheng Lv, Zhang Yi, Jiliu Zhou. - Boca Raton, FL :CRC Press,c2011. - xxii, 233 p. :ill. ;25 cm. - Automation and control engineering. - Automation and control engineering..

Includes bibliographical references (p. 213-228) and index.

"Using real-life examples to illustrate the performance of learning algorithms and instructing readers how to apply them to practical applications, this work offers a comprehensive treatment of subspace learning algorithms for neural networks. The authors summarize a decade of high quality research offering a host of practical applications. They demonstrate ways to extend the use of algorithms to fields such as encryption communication, data mining, computer vision, and signal and image processing to name just a few. The brilliance of the work lies with how it coherently builds a theoretical understanding of the convergence behavior of subspace learning algorithms through a summary of chaotic behaviors"--

ISBN: 9781439815359 (cloth) :NT3045

LCCN: 2010034923Subjects--Topical Terms:

528588
Neural networks (Computer science)

LC Class. No.: QA76.87 / .L83 2011

Dewey Class. No.: 006.3/2

Subspace learning of neural networks /
LDR:01537cam a2200253 a 4500 001 702514
005 20120621113708.0
008 120706s2011 flua b 001 0 eng
010 $a 2010034923
020 $a 9781439815359 (cloth) : $c NT3045
020 $a 1439815356 (cloth)
035 $a (OCoLC)ocn662152761
035 $a 2010034923
040 $a DLC $c DLC $d YDX $d YDXCP $d NLGGC $d CDX $d RCE $d DLC
041 0 $a eng
042 $a pcc
050 0 0 $a QA76.87 $b .L83 2011
082 0 0 $a 006.3/2 $2 22
084 $a 54.72 $2 bcl
100 1 $a Lv, Jian Cheng. $3 831551
245 1 0 $a Subspace learning of neural networks / $c Jian Cheng Lv, Zhang Yi, Jiliu Zhou.
260 $a Boca Raton, FL : $c c2011. $b CRC Press,
300 $a xxii, 233 p. : $b ill. ; $c 25 cm.
490 1 $a Automation and control engineering
504 $a Includes bibliographical references (p. 213-228) and index.
520 $a "Using real-life examples to illustrate the performance of learning algorithms and instructing readers how to apply them to practical applications, this work offers a comprehensive treatment of subspace learning algorithms for neural networks. The authors summarize a decade of high quality research offering a host of practical applications. They demonstrate ways to extend the use of algorithms to fields such as encryption communication, data mining, computer vision, and signal and image processing to name just a few. The brilliance of the work lies with how it coherently builds a theoretical understanding of the convergence behavior of subspace learning algorithms through a summary of chaotic behaviors"-- $c Provided by publisher.
650 0 $a Neural networks (Computer science) $3 528588
650 0 $a Computer algorithms. $3 528448
700 1 $a Yi, Zhang. $3 674984
700 1 $a Zhou, Jiliu. $3 831552
830 0 $a Automation and control engineering. $3 633565