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• W3086998469 abstract "This paper concentrates on the exponential synchronization problem of the delayed neural networks (DNNs) with stochastic impulses. First, the impulsive Halanay differential inequality is further extended to the case that the impulsive strengths are random variables. Then, based on the generalized inequalities, synchronization criteria are respectively proposed for DNNs with two kinds of stochastic impulses, i.e., impulses with independent property/Markovian property. It should be pointed out that only some basic statistical characteristics are needed to verify the proposed criteria. Numerical examples are provided to show the validation of the obtained theoretical results at the end of this paper." @default.
• W3086998469 created "2020-09-25" @default.
• W3086998469 creator A5032904642 @default.
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• W3086998469 date "2020-12-01" @default.
• W3086998469 modified "2023-10-10" @default.
• W3086998469 title "Exponential synchronization of neural networks with time-varying delays and stochastic impulses" @default.
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• W3086998469 doi "https://doi.org/10.1016/j.neunet.2020.09.014" @default.
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