Improved delay-dependent robust stability criteria for recurrent neural networks with time-varying delays

►This paper has presented improved result for RNNs with time-varying delays. ► The results are expressed in terms of LMIs. ► The results are less conservative than existing results. ► The restriction on the change rate of time-varying delays is relaxed. ► Numerical examples are given to illustrate the effectiveness of our results.