Wuneng Zhou,
Jun Yang,
Liuwei Zhou,
Dongbing Tong
e.a.
Stability and Synchronization Control of Stochastic Neural Networks
Gebonden Engels 2015 9783662478325Levertijd ongeveer 9 werkdagen
Gratis verzonden
Samenvatting
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.
Specificaties
ISBN13:9783662478325
Taal:Engels
Bindwijze:gebonden
Uitgever:Springer Berlin Heidelberg
Lezersrecensies
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Inhoudsopgave
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.
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