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Title
Stability and synchronization control of stochastic neural networks [electronic resource] / Wuneng Zhou, Jun Yang, Liuwei Zhou, Dongbing Tong.
ISBN
9783662478332 (electronic book)
3662478331 (electronic book)
9783662478325
3662478323
Published
Heidelberg : Springer, 2016.
Copyright
©2016
Language
English
Description
1 online resource.
Item Number
10.1007/978-3-662-47833-2 doi
Call Number
QA76.87
Dewey Decimal Classification
006.3/2
Summary
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.
Bibliography, etc. Note
Includes bibliographical references and index.
Access Note
Access limited to authorized users.
Source of Description
Online resource; title from PDF title page (viewed August 18, 2015).
Series
Studies in systems, decision and control ; volume 35.
Available in Other Form
Print version: 9783662478325
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.
