Exponential Stability of Pseudo Almost Periodic Solutions for Fuzzy Cellular Neural Networks with Time-Varying Delays

作者:Yi Tang

摘要

This paper considers the exponential stability of pseudo almost periodic solutions for a class of fuzzy cellular neural networks with time-varying delays. Based on differential inequality techniques and by constructing suitable Lyapunov function, we achieve some sufficient conditions for the existence and exponential stability of pseudo almost periodic solutions for the model, which extend some previously known researches. Especially, we provide a numerical example to demonstrate the correctness of our results.

论文关键词:Fuzzy cellular neural networks, Pseudo almost periodic solution, Existence, Exponential stability, Time-varying delay

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论文官网地址:https://doi.org/10.1007/s11063-018-9857-x