Title :
Delay-induced order in pulse-coupled bifurcating neurons
Author :
Hisamatsu, Kozo ; Saito, Toshimichi
Author_Institution :
Hosei Univ., Tokyo, Japan
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;
Conference_Titel :
Neural Networks (IJCNN), The 2010 International Joint Conference on
Conference_Location :
Barcelona
Print_ISBN :
978-1-4244-6916-1
DOI :
10.1109/IJCNN.2010.5596846