Abstract
This paper gives a new sufficient condition for cellular neural networks with delay (DCNNs) to be completely stable. The result is a generalization of two existing stability conditions for DCNNs, and also contains a complete stability condition for standard CNNs as a special case. Our new sufficient condition does not require the uniqueness of equilibrium point of DCNNs and is independent of the length of delay.
| Original language | English |
|---|---|
| Pages (from-to) | 2044-2051 |
| Number of pages | 8 |
| Journal | IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences |
| Volume | E85-A |
| Issue number | 9 |
| Publication status | Published - Sep 2002 |
| Externally published | Yes |
Keywords
- Cellular neural networks
- Complete stability
- Delay
ASJC Scopus subject areas
- Signal Processing
- Computer Graphics and Computer-Aided Design
- Electrical and Electronic Engineering
- Applied Mathematics