DocumentCode
2496109
Title
Delay-induced order in pulse-coupled bifurcating neurons
Author
Hisamatsu, Kozo ; Saito, Toshimichi
Author_Institution
Hosei Univ., Tokyo, Japan
fYear
2010
fDate
18-23 July 2010
Firstpage
1
Lastpage
6
Abstract
This paper studies dynamics of pulse-coupled bifurcating neurons with delay. Before the coupling, the neuron can exhibit chaotic/periodic behavior by repeating integrate-and-fire behavior between the threshold and sinusoidal base signal. After the coupling, the system can exhibit various bifurcation phenomena. Especially, we have found an interesting phenomenon: chaotic behavior of single neuron can be changed into periodic behavior of coupled system by a delay effect. This delay-induced order and related bifurcation can be analyzed precisely using the mapping procedure. Presenting a simple equivalent circuit, basic phenomena are confirmed experimentally.
Keywords
bifurcation; delay circuits; electronic engineering computing; equivalent circuits; neural nets; chaotic behavior; delay effect; delay induced order; equivalent circuit; integrate-and-fire behavior; pulse coupled bifurcating neurons; sinusoidal base signal; threshold base signal; Bifurcation; Chaos; Delay; Delay effects; Neurons; Orbits; Switches;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks (IJCNN), The 2010 International Joint Conference on
Conference_Location
Barcelona
ISSN
1098-7576
Print_ISBN
978-1-4244-6916-1
Type
conf
DOI
10.1109/IJCNN.2010.5596846
Filename
5596846
Link To Document