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Global exponential stability of fuzzy BAM neural networks with distributed delays and time-varying delays in the leakage terms

机译:泄漏项具有分布时滞和时​​变时滞的模糊BAM神经网络的全局指数稳定性

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摘要

In this paper, fuzzy BAM neural networks with distributed delays and time-varying delays in the leakage terms are studied. Sufficient conditions for the global exponential stability of equilibrium point are established by constructing suitable Lyapunov functional and differential inequality techniques, which complement and improve the main results of Zhang et al. (Adv Differ Equ 8:1–12; 2011) and Gopalsamy (J Math Anal Appl 325:1117–1132; 2007). Moreover, an example is given to demonstrate the feasibility of our method.
机译:本文研究了泄漏项具有分布时滞和时​​变时滞的模糊BAM神经网络。通过构建适当的Lyapunov泛函和微分不等式技术,建立了满足平衡点全局指数稳定性的充分条件,这些技术补充和改进了Zhang等人的主要结果。 (Adv Differ Equ 8:1-12; 2011)和Gopalsamy(J Math Anal Appl 325:1117-1132; 2007)。此外,通过实例说明了该方法的可行性。

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