Synchronization in pth Moment for Stochastic Chaotic Neural Networks with Finite-Time Control

Autor: Yuhua Xu, Jinmeng Wang, Wuneng Zhou, Xin Wang
Jazyk: angličtina
Rok vydání: 2019
Předmět:
Zdroj: Complexity, Vol 2019 (2019)
Druh dokumentu: article
ISSN: 1076-2787
1099-0526
DOI: 10.1155/2019/2916364
Popis: 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.
Databáze: Directory of Open Access Journals
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