Global robust stability criterion for uncertain cellular neural networks with time-varying delay: An LMI approach

In this paper, global robust stability problem of norm-bounded uncertain cellular neural networks with time-varying delay is studied. By applying Lyapunov-Krasovskii functional and S-procedure, the global robust stability criterion is obtained in the form of linear matrix inequality (LMI). The effectiveness of the presented robust stability criterion is demonstrated by a numerical example.