Stability Analysis for Neural Networks With Time-Varying Interval Delay
Yong Min He, Shuai Liu, D. Rees, Min Hua Wu · IEEE Transactions on Neural Networks · 2007
This letter is concerned with the stability analysis of neural networks (NNs) with time-varying interval delay. The relationship between the time-varying delay and its lower and upper bounds is taken into account when estimating the upper bound of the derivative of Lyapunov functional. As a result, some improved delay/interval-dependent stability criteria for NNs with time-varying interval delay are proposed. Numerical examples are given to demonstrate the effectiveness and the merits of the proposed method.