Delay-dependent stabilization of linear systems with time-varying state and input delays
Automatica (Journal of IFAC)
Exponential stability and periodic oscillatory solution in BAM networks with delays
IEEE Transactions on Neural Networks
New Delay-Dependent Stability Criteria for Neural Networks With Time-Varying Delay
IEEE Transactions on Neural Networks
Global exponential stability analysis for recurrent neural networks with time-varying delay
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
Hi-index | 0.01 |
In this paper, the delay-dependent stability is investigated for neural networks with a time-varying delay. By using the augmented Lyapunov functional method and by resorting to the novel method for estimating the upper bound of the derivative of augmented Lyapunov functionals, the less conservative asymptotic stability criteria are derived in terms of linear matrix inequalities (LMIs). Two numerical examples are presented to show the effectiveness and the less conservativeness of the proposed method.