Abstract
In this paper, we propose a new robust stability analysis method for uncertain cellular neural networks with time-varying delay. The proposed stability criterion is based on the Lyapunov function with sector bounded nonlinear function. The sufficient condition for the stability is derived in terms of LMI (linear matrix inequality). Numerical examples show the effectiveness of the proposed method.
| Original language | English |
|---|---|
| Pages (from-to) | 503-511 |
| Number of pages | 9 |
| Journal | Modern Physics Letters B |
| Volume | 24 |
| Issue number | 4-5 |
| DOIs | |
| State | Published - 20 Feb 2010 |
Keywords
- Linear matrix inequality
- Neural networks
- Stability
- Time-delay