DocumentCode :
829918
Title :
Chaos and fractals from a forced artificial neural cell
Author :
Saito, Toshimichi ; Oikawa, Masami
Author_Institution :
Dept. of Electr. Eng., Hosei Univ., Tokyo, Japan
Volume :
4
Issue :
1
fYear :
1993
fDate :
1/1/1993 12:00:00 AM
Firstpage :
43
Lastpage :
52
Abstract :
Chaos and fractal responses from an artificial neural cell stimulated by a periodic square wave are discussed. The dynamics are described by an autonomous equation, and the one-dimensional return map is derived explicitly. The relation between the exciting pulse-width τ1, and the excited rate γe which is the number ratio of input pulses and output pulses investigated. Mathematical evidence for γe to be Cantor function for τ1 is given. It corresponds to fractal responses. A condition for observable chaos generation in responses from the cell is proved. This condition is described only by parameters. Some of the theoretical results are verified by laboratory experiments
Keywords :
chaos; fractals; neural nets; 1D return map; Cantor function; dynamics; fractal responses; neural nets; observable chaos generation; periodic square wave; Associative memory; Biological systems; Chaos; Equations; Fractals; Hysteresis; Laboratories; Limit-cycles; Space vector pulse width modulation; Sufficient conditions;
fLanguage :
English
Journal_Title :
Neural Networks, IEEE Transactions on
Publisher :
ieee
ISSN :
1045-9227
Type :
jour
DOI :
10.1109/72.182694
Filename :
182694
Link To Document :
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