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

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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… Click to show full abstract

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.

Keywords: stability pseudo; periodic solutions; almost periodic; pseudo almost; exponential stability

Journal Title: Neural Processing Letters
Year Published: 2018

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