Global synchronization of weighted cellular neural network with time-varying coupling delays

作者：Cai, Guoliang^*; Yao, Qin; Shao, Haijian

来源：Communications in Nonlinear Science & Numerical Simulation, 2012, 17(10): 3843-3847.

DOI：10.1016/j.cnsns.2012.02.010

• Synchronization
• Cellular neural network
• Multiple time delays
• Adaptive control
• Topology

New sufficient conditions are derived to guarantee the global synchronization of the weighted cellular neural network with multiple time delays. Based on Lyapunov theory, this paper proposes an adaptive feedback controlling method to identify the exact topology of a rather general weighted cellular neural network system with time-varying delays and then considers the synchronization of the neural network with different nodes dynamics. The parameters in this paper are very few and experiments show that the methods presented in this paper are of high application in global synchronization.

• 出版日期2012-10
• 单位江苏大学