期刊
IEEE TRANSACTIONS ON CYBERNETICS
卷 44, 期 8, 页码 1350-1361出版社
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TCYB.2013.2283308
关键词
Adaptive coupling; complex dynamical networks; hybrid coupling; H-infinity synchronization; synchronization
类别
资金
- National Basic Research Program of China (973 Program) [2012CB720003]
- National Natural Science Foundation of China [61074057, 61121003, 61004023]
- Innovation Foundation of BUAA for PhD Graduates [YWF-12-RBYJ-005]
In this paper, we propose a general array model of coupled reaction-diffusion neural networks with hybrid coupling, which is composed of spatial diffusion coupling and state coupling. By utilizing the Lyapunov functional method combined with the inequality techniques, a sufficient condition is given to ensure that the proposed network model is synchronized. In addition, when the external disturbances appear in the network, a criterion is obtained to guarantee the H-infinity synchronization of the network. Moreover, some adaptive strategies to tune the coupling strengths among network nodes are designed for reaching synchronization and H-infinity synchronization. Some criteria for synchronization and H-infinity synchronization are derived by using the designed adaptive laws. Numerical simulations are presented finally
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