Stability and Synchronization Control of Stochastic Neural Networks
by
Zhou, Wuneng. author.
Title
:
Stability and Synchronization Control of Stochastic Neural Networks
Author
:
Zhou, Wuneng. author.
ISBN
:
9783662478332
Personal Author
:
Zhou, Wuneng. author.
Edition
:
1st ed. 2016.
Physical Description
:
XVI, 357 p. 82 illus., 80 illus. in color. online resource.
Series
:
Studies in Systems, Decision and Control, 35
Contents
:
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.
Abstract
:
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.
Subject Term
:
Engineering.
Control and Systems Theory. http://scigraph.springernature.com/things/product-market-codes/T19010
Mathematical Models of Cognitive Processes and Neural Networks. http://scigraph.springernature.com/things/product-market-codes/M13100
Computational Intelligence. http://scigraph.springernature.com/things/product-market-codes/T11014
Added Author
:
Yang, Jun.
Zhou, Liuwei.
Tong, Dongbing.
Added Corporate Author
:
SpringerLink (Online service)
Electronic Access
:
Library | Material Type | Item Barcode | Shelf Number | Status |
---|
IYTE Library | E-Book | 2087532-1001 | TJ212 -225 | Online Springer |