Title :
A class of asymmetrical templates in cellular neural networks
Author :
Szczyrek, Jan Jakub ; Jankowski, Stanislaw
Author_Institution :
Inst. of Electron. Fundamentals, Warsaw Univ. of Technol., Poland
Abstract :
A new class of cloning templates in nonreciprocal cellular neural networks is proposed. Basing on the opposite sign template system introduced by (Chua and Roska, 1990) the stability of the wider class of CNN which are nonsymmetrical is considered. No assumptions about size of neighborhood and topological structure of CNN (e.g. dimension) follow to generalize the results
Keywords :
Jacobian matrices; cellular neural nets; stability; Jacobian matrix; asymmetrical templates; cellular neural networks; cloning templates; neighborhood; nonreciprocal cellular neural networks; nonsymmetrical; opposite sign template system; stability; topological structure; Cellular neural networks; Cloning; Eigenvalues and eigenfunctions; Electronic mail; Equations; Intelligent networks; Jacobian matrices; Matrix decomposition; Stability; Symmetric matrices;
Conference_Titel :
Cellular Neural Networks and their Applications, 1994. CNNA-94., Proceedings of the Third IEEE International Workshop on
Conference_Location :
Rome
Print_ISBN :
0-7803-2070-0
DOI :
10.1109/CNNA.1994.381698
