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
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;
Conference_Titel :
Cellular Neural Networks and their Applications, 1990. CNNA-90 Proceedings., 1990 IEEE International Workshop on
Conference_Location :
Budapest
DOI :
10.1109/CNNA.1990.207506
