Back to Search
Start Over
ON THE EXISTENCE OF STABLE EQUILIBRIUM POINTS IN CELLULAR NEURAL NETWORKS.
- Source :
- Journal of Circuits, Systems & Computers; Aug2003, Vol. 12 Issue 4, p461-471, 11p
- Publication Year :
- 2003
-
Abstract
- This paper presents new criteria for the existence of stable equilibrium points in the total saturation region for cellular neural networks (CNNs). It is shown that the results obtained can be used to derive some complete stability conditions for some special classes of CNNs such as positive cell-linking CNNs, opposite-sign CNNs and dominant-template CNNs. Our results are also compared with the previous results derived in the literature for the existence of stable equilibrium points for CNNs. [ABSTRACT FROM AUTHOR]
- Subjects :
- ARTIFICIAL neural networks
EQUILIBRIUM
COMPUTER architecture
COMPUTER science
Subjects
Details
- Language :
- English
- ISSN :
- 02181266
- Volume :
- 12
- Issue :
- 4
- Database :
- Complementary Index
- Journal :
- Journal of Circuits, Systems & Computers
- Publication Type :
- Academic Journal
- Accession number :
- 11627505
- Full Text :
- https://doi.org/10.1142/S0218126603000970