Synchronization of bursting neurons: What matters in the network topology

被引:357
作者
Belykh, I [1 ]
de Lange, E [1 ]
Hasler, M [1 ]
机构
[1] Ecole Polytech Fed Lausanne, Swiss Fed Inst Technol, Nonlinear Syst Lab, CH-1015 Lausanne, Switzerland
关键词
D O I
10.1103/PhysRevLett.94.188101
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
We study the influence of coupling strength and network topology on synchronization behavior in pulse-coupled networks of bursting Hindmarsh-Rose neurons. Surprisingly, we find that the stability of the completely synchronous state in such networks only depends on the number of signals each neuron receives, independent of all other details of the network topology. This is in contrast with linearly coupled bursting neurons where complete synchrony strongly depends on the network structure and number of cells. Through analysis and numerics, we show that the onset of synchrony in a network with any coupling topology admitting complete synchronization is ensured by one single condition.
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页数:4
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