DocumentCode
3109138
Title
Finding multiple equilibrium points of cellular neural networks without enumeration
Author
Vandenberghe, Lieven ; Vandewalle, Joos
Author_Institution
Dept. of Electr. Eng., Katholieke Univ. Leuven, Heverlee, Belgium
fYear
1990
fDate
16-19 Dec 1990
Firstpage
45
Lastpage
54
Abstract
A path-following method is presented for computing multiple equilibrium points in cellular neural networks. The method is guaranteed to find at least one solution. The possibility of finding all solutions is also investigated, and this leads to theoretical insight into the relation between the properties of the interconnection matrix and the number of equilibrium points
Keywords
neural nets; cellular neural networks; interconnection matrix; multiple equilibrium points; path-following method; Cellular neural networks; Circuits; Computer networks; Diodes; Nonlinear equations; Pattern analysis; Piecewise linear techniques; Resistors; Sparse matrices; State feedback;
fLanguage
English
Publisher
ieee
Conference_Titel
Cellular Neural Networks and their Applications, 1990. CNNA-90 Proceedings., 1990 IEEE International Workshop on
Conference_Location
Budapest
Type
conf
DOI
10.1109/CNNA.1990.207506
Filename
207506
Link To Document