中文摘要：

本文通过构造Lyapunov-Krasovskii泛函并利用线性矩阵不等式的方法将系统的稳定性问题转化为凸优化问题,建立了系统指数稳定的充分条件.该充分条件可利用标准的Matlab LMI工具箱来验证和求解.

英文摘要：

The paper is devoted to the stability analysis of generalized delayed neural network with mixed discrete and distributed delays. By employing the Lyapunov-Krasovskii functional, the addressed stability analysis problem is converted into a convex optimization problem, and a linear matrix inequality approach is utilized to establish the sufficient condition for the globally exponentially stability. This condition can be readily checked by utilizing the Matlab LMI Toolbox.