• DocumentCode
    2869526
  • Title

    Effects of autapse on the transmission of localized rhythmic activity in small-world neuronal networks

  • Author

    Baysal, Veli ; Yilmaz, Ergin ; Ozer, Mahmut

  • Author_Institution
    Biyomedikal Muhendisligi Bolumu, Bulent Ecevit Univ., Zonguldak, Turkey
  • fYear
    2015
  • fDate
    16-19 May 2015
  • Firstpage
    1110
  • Lastpage
    1113
  • Abstract
    In this paper, the effects of autapse (a kind of synapse formed between the axon or soma of a neuron and its own dendrites) on the transmission of weak localized rhythmic activity are investigated depending on ion channel noise in a Newman-Watts small-word networks of stochastic Hodgkin-huxley neurons. In this study, we consider that only a neuron, called pacemaker, to which a weak periodic stimuli is injected has an autapse. Obtained results indicate that autapse with proper parameter values (delay time and coupling strength) prominently increases the transmission of weak localized rhythmic activity across the network as compared to the case in which pacemaker neuron does not have the autapse. Besides, we find that autapse can significantly enhances the transmission of weak local activity for different network topologies having different p values.
  • Keywords
    circadian rhythms; neural nets; small-world networks; stochastic processes; Newman-Watts small-word networks; autapse; coupling strength; delay time; dendrites; ion channel noise; network topologies; neuron axon; neuron soma; p values; pacemaker neuron; parameter values; small-world neuronal networks; stochastic Hodgkin-huxley neurons; synapse; weak-localized rhythmic activity transmission; weak-periodic stimuli; Biological neural networks; Neurons; Pacemakers; Physics; Reactive power; Stochastic processes; Stochastic resonance; autapse; pacemaker; small-world network;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing and Communications Applications Conference (SIU), 2015 23th
  • Conference_Location
    Malatya
  • Type

    conf

  • DOI
    10.1109/SIU.2015.7130029
  • Filename
    7130029