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Titlebook: Stability and Synchronization Control of Stochastic Neural Networks; Wuneng Zhou,Jun Yang,Dongbing Tong Book 2016 Springer-Verlag Berlin H

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书目名称Stability and Synchronization Control of Stochastic Neural Networks
编辑Wuneng Zhou,Jun Yang,Dongbing Tong
视频video
概述Introduces for the first time the stochastic disturbance driven by Levy process in modeling stochastic neural networks.Applies the M-matrix method to analyze and synthesize the synchronization criteri
丛书名称Studies in Systems, Decision and Control
图书封面Titlebook: Stability and Synchronization Control of Stochastic Neural Networks;  Wuneng Zhou,Jun Yang,Dongbing Tong Book 2016 Springer-Verlag Berlin H
描述.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..
出版日期Book 2016
关键词Adaptive control; M-matrix method; Markovian switching; Neural networks; Stability; Stochastic disturbanc
版次1
doihttps://doi.org/10.1007/978-3-662-47833-2
isbn_softcover978-3-662-51716-1
isbn_ebook978-3-662-47833-2Series ISSN 2198-4182 Series E-ISSN 2198-4190
issn_series 2198-4182
copyrightSpringer-Verlag Berlin Heidelberg 2016
The information of publication is updating

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书目名称Stability and Synchronization Control of Stochastic Neural Networks影响因子(影响力)学科排名




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书目名称Stability and Synchronization Control of Stochastic Neural Networks网络公开度学科排名




书目名称Stability and Synchronization Control of Stochastic Neural Networks被引频次




书目名称Stability and Synchronization Control of Stochastic Neural Networks被引频次学科排名




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书目名称Stability and Synchronization Control of Stochastic Neural Networks读者反馈学科排名




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,Stability and Synchronization of Neural Networks with Lévy Noise, This chapter is concentrated on the stability and synchronization issues of neural networks with Lévy noise. Almost surely exponential stability and pth moment asymptotic stability for such networks are discussed in the first two sections. Synchronization via sampled data and adaptive synchronizati
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Stability and Synchronization Control of Stochastic Neural Networks978-3-662-47833-2Series ISSN 2198-4182 Series E-ISSN 2198-4190
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