Journal
IEEE TRANSACTIONS ON CYBERNETICS
Volume 44, Issue 8, Pages 1350-1361Publisher
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TCYB.2013.2283308
Keywords
Adaptive coupling; complex dynamical networks; hybrid coupling; H-infinity synchronization; synchronization
Categories
Funding
- 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]
Ask authors/readers for more resources
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
Authors
I am an author on this paper
Click your name to claim this paper and add it to your profile.
Reviews
Recommended
No Data Available