• DocumentCode
    619939
  • Title

    The effect of synaptic time delay on synchronization in small-world neuronal networks

  • Author

    Jiwei Du ; Bin Deng ; Jiang Wang ; Haitao Yu ; Xile Wei ; Yingyuan Chen ; Chao Tan

  • Author_Institution
    Sch. of Electr. Eng. & Autom., Tianjin Univ., Tianjin, China
  • fYear
    2013
  • fDate
    25-27 May 2013
  • Firstpage
    1516
  • Lastpage
    1520
  • Abstract
    In this work we have studied the effect of synaptic time delay on synchronization in small-world networks of bursting neurons coupled with electrical synapses. The obtained results, based on extensive simulations of conductance-based type of neurons in an oscillatory regime, showed that transitions of the spatiotemporal synchrony of neurons can be induced by the variations of the information transmission delay. It has been observed that as the delay increases regions of synchronization and nonsynchronization appear alternately. Furthermore, the rewiring probability of small-world topology is also observed to be another important factor in the generation of coherent spiking. In this context, we also found that a suitable rewired network topology can enhance the synchronized neuronal activity with the appropriate delay.
  • Keywords
    neurophysiology; probability; synchronisation; topology; bursting neuron; coherent spiking; conductance-based type; electrical synapses; information transmission delay; oscillatory regime; rewired network topology; rewiring probability; small-world neuronal network; small-world topology; spatiotemporal synchrony; synaptic time delay; synchronization; synchronized neuronal activity; Biological neural networks; Couplings; Delay effects; Delays; Neurons; Spatiotemporal phenomena; Synchronization; Delays; Small-world Network; Synchronization; The rewiring probability;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control and Decision Conference (CCDC), 2013 25th Chinese
  • Conference_Location
    Guiyang
  • Print_ISBN
    978-1-4673-5533-9
  • Type

    conf

  • DOI
    10.1109/CCDC.2013.6561168
  • Filename
    6561168