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On-line learning in neural networks /

Saad, David.

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On-line learning in neural networks /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	On-line learning in neural networks // edited by David Saad.
其他作者:	Saad, David.
出版者:	Cambridge ;Cambridge University Press, : 2009.,
面頁冊數:	x, 398 p. :ill. ;23 cm.
附註:	Digital reprint. Originally published: 1998.
標題:	Neural networks (Computer science) -
ISBN:	9780521117913

On-line learning in neural networks /
On-line learning in neural networks /edited by David Saad. - Cambridge ;Cambridge University Press,2009. - x, 398 p. :ill. ;23 cm. - Publications of the Newton Institute.. - Publications of the Newton Institute..

Digital reprint. Originally published: 1998.

Includes bibliographical references.

On-line learning and stochastic approximations /Christopher M. Bishop --Foreword /

ISBN: 9780521117913Subjects--Topical Terms:

532070
Neural networks (Computer science)

LC Class. No.: QA76.87 / O5

On-line learning in neural networks /
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245 0 0 $a On-line learning in neural networks / $c edited by David Saad.
260 # $a Cambridge ; $a New York : $b Cambridge University Press, $c 2009.
300 $a x, 398 p. : $b ill. ; $c 23 cm.
490 1 $a Publications of the Newton Institute.
500 $a Digital reprint. Originally published: 1998.
504 $a Includes bibliographical references.
505 0 0 $g Foreword / $r Christopher M. Bishop -- $g Introduction / $r David Saad -- $t On-line learning and stochastic approximations / $r Léon Bottou -- $t Exact and perturbation solutions for the ensemble dynamics / $r Todd K. Leen -- $t A statistical study of on-line learning / $r Noboru Murata -- $t On-line learning in switching and drifting environments with application to blind source separation / $r Klaus-Robert Müller ... [et al.] -- $t Parameter adaptations in stochastic optimization / $r Luís B. Almeida ... [et al.] -- $t Optimal on-line learning in multilayer neural networks / $r David Saad and Magnus Rattray -- $t Universal asymptotics in committee machines with tree architecture / $r Mauro Copelli and Nestor Caticha -- $t Incorporating curvature information into on-line learning / $r Magnus Rattray and David Saad -- $t Annealed on-line learning in multilayer neural networks / $r Siegfried Bös and Shun-ichi Amari -- $t On-line learning of prototypes and principal components / $r Michael Biehl ... [et al.] -- $t On-line learning with time-correlated examples / $r Tom Heskes and Wim Wiegerinck -- $t On-line learning from finite training sets / $r David Barber and Peter Sollich -- $t Dynamics of supervised learning with restricted training sets / $r Anthony C.C. Coolen and David Saad -- $t On-line learning of a decision boundary with and without queries / $r Yoshiyuki Kabashima and Shigeru Shinomoto -- $t A Bayesian approach to on-line learning / $r Manfred Opper -- $t Optimal perceptron learning : an on-line Bayesian approach / $r Sara Solla and Ole Winther.
650 # 0 $a Neural networks (Computer science) $3 532070
650 # 0 $a Computer networks. $3 539554
700 1 # $a Saad, David. $3 859170
830 0 $a Publications of the Newton Institute. $3 1325409