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Stability and synchronization control of stochastic neural networks

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Stability and synchronization control of stochastic neural networks/ by Wuneng Zhou ... [et al.].
other author:	Zhou, Wuneng.
Published:	Berlin, Heidelberg :Springer Berlin Heidelberg : : 2016.,
Description:	xvi, 357 p. :ill., digital ; : 24 cm.;
Contained By:	Springer eBooks
Subject:	Neural networks (Computer science) - Mathematical models. -
Online resource:	http://dx.doi.org/10.1007/978-3-662-47833-2
ISBN:	9783662478332

Stability and synchronization control of stochastic neural networks
Stability and synchronization control of stochastic neural networks[electronic resource] /by Wuneng Zhou ... [et al.]. - Berlin, Heidelberg :Springer Berlin Heidelberg :2016. - xvi, 357 p. :ill., digital ;24 cm. - Studies in systems, decision and control,v.352198-4182 ;. - Studies in systems, decision and control ;v. 2. .

Relative Mathematic Foundation -- Asymptotical and Exponential Stability and Synchronization for NN -- Robust Stability and Synchronization for NN -- Adaptive Stability and Synchronization for NN -- Stability and Synchronization for Neutral-type NN -- Stability and Synchronization for NN with Levy Noise -- Some Applications to Finance Based-on NN.

This book reports on the latest findings in the study of Stochastic Neural Networks (SNN) The book collects the novel model of the disturbance driven by Levy process, the research method of M-matrix, and the adaptive control method of the SNN in the context of stability and synchronization control. The book will be of interest to university researchers, graduate students in control science and engineering and neural networks who wish to learn the core principles, methods, algorithms and applications of SNN.

ISBN: 9783662478332

Standard No.: 10.1007/978-3-662-47833-2doiSubjects--Topical Terms:

1062500
Neural networks (Computer science)
--Mathematical models.

LC Class. No.: QA76.87

Dewey Class. No.: 006.32

Stability and synchronization control of stochastic neural networks
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245 0 0 $a Stability and synchronization control of stochastic neural networks $h [electronic resource] / $c by Wuneng Zhou ... [et al.].
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300 $a xvi, 357 p. : $b ill., digital ; $c 24 cm.
490 1 $a Studies in systems, decision and control, $x 2198-4182 ; $v v.35
505 0 $a Relative Mathematic Foundation -- Asymptotical and Exponential Stability and Synchronization for NN -- Robust Stability and Synchronization for NN -- Adaptive Stability and Synchronization for NN -- Stability and Synchronization for Neutral-type NN -- Stability and Synchronization for NN with Levy Noise -- Some Applications to Finance Based-on NN.
520 $a This book reports on the latest findings in the study of Stochastic Neural Networks (SNN) The book collects the novel model of the disturbance driven by Levy process, the research method of M-matrix, and the adaptive control method of the SNN in the context of stability and synchronization control. The book will be of interest to university researchers, graduate students in control science and engineering and neural networks who wish to learn the core principles, methods, algorithms and applications of SNN.
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650 2 4 $a Mathematical Models of Cognitive Processes and Neural Networks. $3 884110
650 2 4 $a Computational Intelligence. $3 768837
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