Novel results concerning global robust stability of delayed neural networks

In this paper, several novel sufficient criteria are given, in terms of matrix inequalities, for checking the global robust stability of equilibria for interval neural networks with time delays based on Lyapunov method and linear matrix inequality (LMI) technique. The obtained results remove some restrictions, and improve the earlier works. Also, some remarks and an example are given to show the effectiveness of the proposed results.