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Subspace learning of neural networks /

Lv, Jian Cheng.

Subspace learning of neural networks /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Subspace learning of neural networks /Jian Cheng Lv, Zhang Yi, Jiliu Zhou.
作者:	Lv, Jian Cheng.
其他作者:	Yi, Zhang.
出版者:	Boca Raton, FL :CRC Press,c2011.
面頁冊數:	xxii, 233 p. :ill. ;25 cm.
標題:	Neural networks (Computer science)
ISBN:	9781439815359 (hbk.) :

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 (hbk.) :NT$2654

LCCN: 2010034923Subjects--Topical Terms:

181982
Neural networks (Computer science)

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

Dewey Class. No.: 006.3/2

Subspace learning of neural networks /
LDR:01532cam a22002534a 4500 001 295721
003 DLC
005 20110718165104.0
008 110907s2011 flua b 001 0 eng
010 $a 2010034923
020 $a 9781439815359 (hbk.) : $c NT$2654
020 $a 1439815356 (hbk.)
035 $a (OCoLC)ocn662152761
035 $a 2010034923
040 $a DLC $c DLC $d YDX $d YDXCP $d NLGGC $d CDX $d RCE $d DLC
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 513861
245 1 0 $a Subspace learning of neural networks / $c Jian Cheng Lv, Zhang Yi, Jiliu Zhou.
260 $a Boca Raton, FL : $b CRC Press, $c c2011.
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 181982
650 0 $a Computer algorithms. $3 184478
700 1 $a Yi, Zhang. $3 284650
700 1 $a Zhou, Jiliu. $3 513862
830 0 $a Automation and control engineering. $3 487333