DocumentCode :
1945410
Title :
Limit Cycles and Bifurcations in Cellular Nonlinear Networks
Author :
Lanza, Valentina ; Corinto, Fernando ; Gilli, Marco
Author_Institution :
Politecnico di Torino, Turin
fYear :
2007
fDate :
12-17 Aug. 2007
Firstpage :
1452
Lastpage :
1457
Abstract :
The aim of this work is to study periodic oscillations and bifurcations in cellular nonlinear networks composed by oscillatory cells and connected through arbitrary couplings. In order to characterize each oscillator by using amplitude and phase variables, a method based on a generalized version of the describing function technique is proposed. Furthermore, by exploiting the method of multiple scales a set of ordinary differential equations governing the amplitude and phase dynamics is derived. The results also permit to study accurately weakly connected oscillatory networks. Finally, the method is compared to a spectral technique, based on the harmonic balance approach, by considering a chain of Chua´s circuits.
Keywords :
Chua´s circuit; bifurcation; cellular neural nets; differential equations; harmonic oscillators; Chua´s circuits; amplitude dynamics; bifurcation; cellular nonlinear networks; harmonic balance; limit cycles; ordinary differential equations; oscillatory cells; periodic oscillation; phase dynamics; weakly connected oscillatory networks; Bifurcation; Cells (biology); Cellular networks; Cellular neural networks; Circuits; Couplings; Differential equations; Limit-cycles; Nonlinear dynamical systems; Oscillators;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Neural Networks, 2007. IJCNN 2007. International Joint Conference on
Conference_Location :
Orlando, FL
ISSN :
1098-7576
Print_ISBN :
978-1-4244-1379-9
Electronic_ISBN :
1098-7576
Type :
conf
DOI :
10.1109/IJCNN.2007.4371172
Filename :
4371172
Link To Document :
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