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
Link To Document :
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