期刊
NEURAL COMPUTING & APPLICATIONS
卷 24, 期 5, 页码 1101-1113出版社
SPRINGER LONDON LTD
DOI: 10.1007/s00521-012-1296-4
关键词
Cluster synchronization; Local synchronization; Complete synchronization; Coupled neural networks; Nonlinear coupling; Time-varying delays
资金
- National Natural Science Foundation of China [61273021]
In this paper, synchronization analysis is investigated for an array of hybrid coupled neural networks with discrete time-varying delays, distributed time-varying delays and nonlinear coupling. By utilizing a special coupling matrix and Kronecker product, several novel delay-dependent criteria are developed to achieve cluster, local and complete synchronization under a uniform scheme for the coupled neural networks if certain linear matrix inequalities are feasible. The proposed criteria are less conservative than some recently known ones in the literature, which is demonstrated via an example.
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