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Stability Analysis for Stochastic Neutral-Type Memristive Neural Networks with Time-Varying Delay and S-Type Distributed Delays

Author

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  • Changjian Wang
  • Zuoliang Xiong
  • Min Liang
  • Hongwei Yin

Abstract

In this paper, we consider the input-to-stability for a class of stochastic neutral-type memristive neural networks. Neutral terms and S-type distributed delays are taken into account in our system. Using the stochastic analysis theory and Itô formula, we obtain the conditions of mean-square exponential input-to-stability for system. A numerical example is given to illustrate the correctness of our conclusions.

Suggested Citation

  • Changjian Wang & Zuoliang Xiong & Min Liang & Hongwei Yin, 2017. "Stability Analysis for Stochastic Neutral-Type Memristive Neural Networks with Time-Varying Delay and S-Type Distributed Delays," Mathematical Problems in Engineering, Hindawi, vol. 2017, pages 1-10, February.
    • Handle: RePEc:hin:jnlmpe:3273758
    DOI: 10.1155/2017/3273758
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