混合时滞区间神经网络鲁棒指数稳定性

Global Robust Exponential Stability of Interval Neural Networks with Mixed Delays

讨论了混合时滞区间神经网络的全局鲁棒指数稳定性.利用拓扑度理论和不等式技巧给出了一个混合时滞区间神经网络平衡点的存在唯一性以及全局鲁棒指数稳定性的条件.

The global robust exponential stability is investigated for interval neural networks with mixed delay. By applying the topological degree theory and some techniques of inequality, the uniqueness of the existence for the equilibrium point of the interval neural networks with mixed delays is worked out and the condition for global robust exponential stability is presented. Several previous results are improved and popularized.