Title :
Complexity in a two-layer CNN
Author :
Arena, Paolo ; Baglio, S. ; Fortuna, Luigi ; Manganaro, Gabriele
Author_Institution :
Dipartimento Elettronico e Sistemistico, Catania Univ., Italy
Abstract :
In this paper a two-layer linear cellular neural network (CNN) in which self-organizing patterns do develop, is introduced. The dynamic behaviour of the single two-layer linear CNN cell is studied and the global behaviour of the whole CNN is discussed. Different nonlinear phenomena are reported including autowaves and spirals
Keywords :
cellular neural nets; dynamics; self-organising feature maps; wave propagation; autowaves; dynamic behaviour; nonlinear phenomena; self-organizing patterns; spirals; two-layer linear cellular neural network; Cellular neural networks; Electronic mail; Limit-cycles; Nonlinear circuits; Nonlinear dynamical systems; Nonlinear equations; Nonlinear systems; Oscillators; Physics; Spirals;
Conference_Titel :
Cellular Neural Networks and their Applications, 1996. CNNA-96. Proceedings., 1996 Fourth IEEE International Workshop on
Conference_Location :
Seville
Print_ISBN :
0-7803-3261-X
DOI :
10.1109/CNNA.1996.566507
