Global Exponential Synchronization of Memristive Competitive Neural Networks with Time-Varying Delay via Nonlinear Control
作者:Shuqing Gong, Shaofu Yang, Zhenyuan Guo, Tingwen Huang
摘要
This paper investigates the synchronization problem of memristive competitive neural networks (MCNNs) with time-varying delay. Firstly, a novel nonlinear controller with a linear diffusive term and a discontinuous sign function term is introduced. Then, by using this controller, several sufficient conditions for global exponential synchronization of MCNNs are presented based on Lyapunov stability theory and some inequality techniques. Finally, two illustrative examples are provided to substantiate the effectiveness of the obtained theoretical results.
论文关键词:Global exponential synchronization, Memristive, Competitive neural network, Time-varying delay, Nonlinear controller
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论文官网地址:https://doi.org/10.1007/s11063-017-9777-1