On robust stability for uncertain neural networks with interval time-varying delays

The problem of robust stability of uncertain cellular neural networks with interval time-varying delays is considered. On the basis of the and convex optimisation approach, a new delay-dependent stability criterion for the system is derived in terms of linear matrix inequality using a novel mathematical inequality and stability analysis method. Four numerical examples are included to show the effectiveness of the results.