Synchronization in pth Moment for Stochastic Chaotic Neural Networks with Finite-Time Control. (3rd January 2019)

• Record Type: Journal Article
• Authors: Xu, Yuhua; Wang, Jinmeng; Zhou, Wuneng; Wang, Xin
• Other Names: Wei Yan-Ling Academic Editor.
• Is Part Of: Complexity. Volume 2019(2019)
• Publication Date: 2019-01-03
• Subjects: Chaotic behavior in systems -- Periodicals; Complexity (Philosophy) -- Periodicals; 003
• DOI: 10.1155/2019/2916364
• Languages: English
• ISSNs: 1076-2787

Abstract

Abstract : Finite-time synchronization in pth moment is considered for time varying stochastic chaotic neural networks. Compared with some existing results about finite-time mean square stability of stochastic neural network, we obtain some useful criteria of finite-time synchronization in pth moment for chaotic neural networks based on finite-time nonlinear feedback control and finite-time adaptive feedback control, which are efficient and easy to implement in practical applications. Finally, a numerical example is given to illustrate the validity of the derived synchronization conditions.