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Qualitative Analysis And Control Of Complex Neural Networks With Delays

Qualitative Analysis And Control Of Complex Neural Networks With Delays - Wang, Zhanshan; Liu, Zhenwei; Zheng, Chengde - ISBN: 9783662516553
Prijs: € 149,05
Levertijd: 4 tot 6 werkdagen
Bindwijze: Boek
Genre: Civiele techniek
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Beschrijving

This Book Focuses On The Stability Of The Dynamical Neural System, Synchronization Of The Coupling Neural System And Their Applications In Automation Control And Electrical Engineering. Researchers In The Fields Of Dynamical Systems, Computer Science, Electrical Engineering And Mathematics Will Benefit From The Discussions On Complex Systems.

Details

Titel: Qualitative Analysis And Control Of Complex Neural Networks With Delays
auteur: Wang, Zhanshan; Liu, Zhenwei; Zheng, Chengde
Mediatype: Boek
Taal: Engels
Aantal pagina's: 388
Uitgever: Springer-verlag Berlin And Heidelberg Gmbh & Co. Kg
Plaats van publicatie: DE
NUR: Civiele techniek
Afmetingen: 235 x 155
Gewicht: 6823 gr
ISBN/ISBN13: 9783662516553
Intern nummer: 36970855

Inhoudsopgave

Introduction to Neural Networks.- Preliminaries on Dynamical Systems and Stability Theory.- Survey of Dynamics of Cohen-Grossberg Type RNNs.- Delay-partitioning-method Based Stability Result for RNNs.- Stability result on the static and vector field recurrent neural networks.- Stability Criteria for RNNs Based on Secondary Delay Partitioning.- LMI-based Stability Criteria for Static Neural Networks.- Multiple Stability for Discontinuous RNNs.- LMI-based Passibity Criteria for RNNs with Delays.- Dissipativity and Invariant Sets for Neural Networks with Delay.- Synchronization Stability in Complex Neural Networks.- Stabilization of Stochastic RNNs with Stochastic Delays.- Adaptive Synchronization of Complex Neural Networks

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