Feedback control of neutral-type neural networks with Le'vy noise
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O429

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    Abstract:

    The feedback control problem in delayed neutral-type neural networks with Le'vy noise is addressed in this paper.Delay is considered as constant in this study.An appropriate Lyapunov function is used to analyze the mean square stability of the closed-loop system.Using the Lyapunov method,the general Itô formula,and the linear matrix inequality technique,the sufficient condition to guarantee stability in mean square sense for the closed-loop system is derived.Finally,a numerical example is given to illustrate the effectiveness of the obtained results.

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ZHANG He, XU Shengyuan. Feedback control of neutral-type neural networks with Le'vy noise[J]. Journal of Nanjing University of Information Science & Technology,2018,10(6):676-680

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  • Received:July 19,2018
  • Online: December 18,2018
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