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Passivity and Synchronization of Multiple Multi-Delayed Neural Networks via Impulsive Control

Yong Wang, Zhichun Yang, Tonglai Liu, Hong-An Tang
2020 Discrete Dynamics in Nature and Society  
This paper is concerned with the passivity and synchronization for multiple multi-delayed neural networks (MMDNNs) under impulsive control. To ensure the passivity, input strict passivity, and output strict passivity in MMDNNs, a suitable impulsive controller is designed. Moreover, an impulsive time-dependent Lyapunov functional is exploited to obtain the synchronization criterion of MMDNNs, where the criterion is formulated by linear matrix inequalities. Numerical examples are given to verify
more » ... re given to verify the validity of the theoretical results.
doi:10.1155/2020/6021687 fatcat:jtkghasgzzge3iaho3md4oiphq