Global asymptotic stability of impulsive fractional-order BAM neural networks with time delay

Neural Computing and Applications(2015)

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摘要
In this paper, we study the global asymptotic stability of fractional-order BAM neural networks. We take both time delay and impulsive effects into consideration. Based on Lyapunov stability theorem, fractional Barbalat’s lemma and Razumikhin-type stability theorem, some stability conditions that are independent of the form of specific delays can be obtained. At last, two illustrative examples are given to show the independence of the obtained two main results and to show the effectiveness of the obtained results.
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关键词
Fractional-order,BAM,Asymptotic stability,Impulsive,Delay
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