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时滞增强的耦合神经元系统中的时空有序性。

Delay-enhanced spatiotemporal order in coupled neuronal systems.

机构信息

Department of Chemical Physics and Hefei National Laboratory for Physical Sciences at Microscales, University of Science and Technology of China, Hefei, Anhui 230026, China.

出版信息

Chaos. 2010 Dec;20(4):043140. doi: 10.1063/1.3528938.

Abstract

In a network of noisy neuron oscillators with time-delayed coupling, we uncover a phenomenon of delay-enhanced spatiotemporal order. We find that time delay in the coupling can dramatically enhance the temporal coherence and spatial synchrony of the noise-induced spike trains. In addition, if the delay time is tuned to nearly match the intrinsic spiking period of the neuronal network, both the coherence and the synchrony reach maximum levels, demonstrating an interesting type of resonance phenomenon with delay. Such findings are shown to be robust to the change of the noise intensity and the rewiring probability of small-world network.

摘要

在具有时滞耦合的嘈杂神经元振荡器网络中,我们发现了一种延迟增强时空有序的现象。我们发现,耦合中的时滞可以显著增强噪声诱导的尖峰序列的时间相干性和空间同步性。此外,如果延迟时间被调谐到几乎与神经元网络的固有脉冲周期匹配,那么相干性和同步性都达到最大值,表现出一种有趣的具有延迟的共振现象。研究结果表明,这种现象对噪声强度和小世界网络的重连概率的变化具有鲁棒性。

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