• 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