| Title |
Delay-dependent Robust Passivity for Uncertain Neural Networks with Time-varying Delays |
| Authors |
권오민(Kwon, Oh-Min) ; 박주현(Park, Ju-Hyun) ; 이상문(Lee, Sang-Moon) ; 차은종(Cha, En-Jong) |
| DOI |
https://doi.org/10.5370/KIEE.2011.60.11.2103 |
| Keywords |
Neural network ; Passivity ; Time-varying delays ; Lyapunov method ; Linear matrix inequality |
| Abstract |
In this paper, the problem of passivity analysis for neural networks with time-varying delays and norm-bounded parameter uncertainties is considered. By constructing a new augmented Lyapunov functional, a new delay-dependent passivity criterion for the network is established in terms of LMIs (linear matrix inequalities) which can be easily solved by various convex optimization algorithms. Two numerical example are included to show the effectiveness of proposed criterion. |