具有时滞的通有连续时间神经网络的指数稳定性

Stability of General Neural Network with Time-delay

  • 摘要: 研究了具有时滞的通有连续时间神经网络的稳定性问题;利用常数变易法并结合不等式分析技巧,获得了具有时滞的通有连续时间神经网络的平衡点全局指数稳定和全局k-指数稳定的判别准则;推广了文献1的主要结果。

     

    Abstract: In this paper, the problem of the stability for general neural network with time-delay is studied. By the method of variation of the parameters and the method of inequality analysis, the authors established sufficient conditions of the global exponential stability and the global k-exponential stability for general neural network with time-delay. the conditions are obtained by extending the result of Ref1.

     

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