Almost periodic solutions for cellular neural networks with time-varying delays in leakage terms

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摘要

This paper concerns with cellular neural networks with time-varying delays in leakage (or forgetting) terms. Without assuming boundedness on activation functions, we establish sufficient conditions on existence and global exponential stability of almost periodic solutions by using Lyapunov functional method and differential inequality techniques. Our results complement with some recent ones.

论文关键词:Cellular neural network,Almost periodic solution,Exponential stability,Time-varying delay,Leakage term

论文评审过程:Available online 2 July 2013.

论文官网地址:https://doi.org/10.1016/j.amc.2013.05.046