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Synchronization in pth Moment for Stochastic Chaotic Neural Networks with Finite-Time Control

Author

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  • Yuhua Xu
  • Jinmeng Wang
  • Wuneng Zhou
  • Xin Wang

Abstract

Finite-time synchronization in pth moment is considered for time varying stochastic chaotic neural networks. Compared with some existing results about finite-time mean square stability of stochastic neural network, we obtain some useful criteria of finite-time synchronization in pth moment for chaotic neural networks based on finite-time nonlinear feedback control and finite-time adaptive feedback control, which are efficient and easy to implement in practical applications. Finally, a numerical example is given to illustrate the validity of the derived synchronization conditions.

Suggested Citation

  • Yuhua Xu & Jinmeng Wang & Wuneng Zhou & Xin Wang, 2019. "Synchronization in pth Moment for Stochastic Chaotic Neural Networks with Finite-Time Control," Complexity, Hindawi, vol. 2019, pages 1-8, January.
    • Handle: RePEc:hin:complx:2916364
    DOI: 10.1155/2019/2916364
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    References listed on IDEAS

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    1. Rathinasamy Sakthivel & Ramalingam Sakthivel & Boomipalagan Kaviarasan & Chao Wang & Yong-Ki Ma, 2018. "Finite-Time Nonfragile Synchronization of Stochastic Complex Dynamical Networks with Semi-Markov Switching Outer Coupling," Complexity, Hindawi, vol. 2018, pages 1-13, January.
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    Cited by:

    1. Bin Yang & Xin Wang & Jian-an Fang & Yuhua Xu, 2019. "The Impact of Coupling Function on Finite-Time Synchronization Dynamics of Multi-Weighted Complex Networks with Switching Topology," Complexity, Hindawi, vol. 2019, pages 1-15, March.

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    2. Bin Yang & Xin Wang & Jian-an Fang & Yuhua Xu, 2019. "The Impact of Coupling Function on Finite-Time Synchronization Dynamics of Multi-Weighted Complex Networks with Switching Topology," Complexity, Hindawi, vol. 2019, pages 1-15, March.

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