| Title |
New Delay-dependent Stability Criterion for Neural Networks with Discrete and Distributed Time-varying Delays |
| Authors |
박명진(Park, Myeong-Jin) ; 권오민(Kwon, Oh-Min) ; 박주현(Park, Ju-Hyun) ; 이상문(Lee, Sang-Moon) |
| Keywords |
Neural network ; Interval time-varying delays ; Lyapunov method ; Linear matrix inequality (LMI) |
| Abstract |
In this paper, the problem of stability analysis for neural networks with discrete and distributed time-varying delays is considered. By constructing a new Lyapunov functional, a new delay-dependent stability 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. |