Robust Exponential Stability of Impulsive Stochastic Neural Networks with Leakage Time‐Varying Delay

Chunge Lu and Linshan Wang

Abstract and Applied Analysis, 2014, vol. 2014, issue 1

Abstract: 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.

Date: 2014
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https://doi.org/10.1155/2014/831027

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Persistent link: https://EconPapers.repec.org/RePEc:wly:jnlaaa:v:2014:y:2014:i:1:n:831027

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