Synchronization in an array of nonidentical neural networks with leakage delays and impulsive coupling

Authors:
Zhengxin Wang;Jinde Cao;Guanrong Chen;Xiaoyang Liu
Affiliations:
Research Center for Complex Systems and Network Sciences, and Department of Mathematics, Southeast University, Nanjing 210096, China and Department of Electronic Engineering, City University of Ho ...;Research Center for Complex Systems and Network Sciences, and Department of Mathematics, Southeast University, Nanjing 210096, China;Department of Electronic Engineering, City University of Hong Kong, Hong Kong, China;School of Computer Science & Technology, Jiangsu Normal University, Xuzhou 221116, China
Venue:
Neurocomputing
Year:
2013

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Abstract

This paper investigates robust and global exponential synchronizations in an array of nonidentical neural networks with leakage delays and impulsive coupling subject to parametric uncertainties. Some simpler sufficient conditions for synchronization are obtained when uncertainties vanish. A numerical example is given to illustrate the effectiveness of the theoretical results.