Title :
Propagation phenomena in cellular neural networks
Author :
Civalleri, Pier Paolo ; Gilli, Marco
Author_Institution :
Dipartimento di Elettronica, Politecnico di Torino, Italy
Abstract :
The propagation phenomena occurring in cellular neural networks (CNN´s) described by a one-dimensional template are investigated by using a spectral technique. The CNN is represented as a scalar Lur´e system to which a suitable extension of the describing function technique is applied. It is shown that the method yields results that are in very good agreement with those observed by the time-simulation of the system
Keywords :
Fourier transforms; cellular neural nets; describing functions; spectral analysis; CNN; Fourier transform; cellular neural networks; describing function technique; one-dimensional template; propagation phenomena; scalar Lur´e system; spectral technique; time-simulation; Cellular neural networks; Circuit stability; Electronic mail; Extraterrestrial phenomena; Fourier transforms; Intelligent networks; Nonlinear systems; Partial differential equations; Spectral analysis; State-space methods;
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.1994.381658
