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Robust exponential stability of impulsive stochastic neural networks with leakage time-varying delay - MaRDI portal

Robust exponential stability of impulsive stochastic neural networks with leakage time-varying delay (Q1725083)

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scientific article; zbMATH DE number 7023155
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Robust exponential stability of impulsive stochastic neural networks with leakage time-varying delay
scientific article; zbMATH DE number 7023155

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    Robust exponential stability of impulsive stochastic neural networks with leakage time-varying delay (English)
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    14 February 2019
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    Summary: This paper investigates mean-square robust exponential stability of the equilibrium point of stochastic neural networks with leakage time-varying delays and impulsive perturbations. By using Lyapunov functions and Razumikhin techniques, some easy-to-test criteria of the stability are derived. Two examples are provided to illustrate the efficiency of the results.
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