通有连续时间神经网络的K-稳定性
K-Stability of General Neural Network With-Delay
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摘要: 研究了具有时滞的通有连续时间神经网络的K-稳定性问题;利用常数变易法,通过应用不等式分析技巧和微分方程性质,获得了具有时滞的通有连续时间神经网络的平衡点的K-全局渐近稳定性与K-全局指数稳定性的易于验证的时滞相关充分条件,通过实例验证了该充分条件的有效性。Abstract: In this paper, the problem of K-stability for general neural network with time-delay was studied. By the method of variation of the parameters and inequality analysis and some properties of differential equations, sufficient delay-dependent conditions of K-stability and K-exponentially stability for general neural network with time-delay are established.