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Stability for Markovian switching stochastic neural networks with infinite delay driven by Lévy noise

  • Chafai ImzegouanEmail author
Article
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Abstract

This paper is concerned with stability analysis for a kind of Markovian switching stochastic neutral networks with infinite delay driven by Lévy noise. Existence, uniqueness, stochastic stability and global stochastic stability are established under some new conditions basing on Lyapunov method, stochastic analysis technique and M-matrix theory. Our results generalizes some existing ones. Two numerical examples are provided to illustrate the usefulness of the theoretical theorems.

Keywords

Markov chain Lévy noise Stochastic stability Neural networks Infinite delay Lyapunov function 

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Copyright information

© Springer-Verlag GmbH Germany, part of Springer Nature 2018

Authors and Affiliations

  1. 1.ISTI LabENSAAgadirMorocco

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