Spiking Regularity and Coherence in Complex Hodgkin-Huxley Neuron Networks
文献类型：期刊论文
| 作者 | Sun, ZQ ; Xie, P ; Li, W ; Wang, PY |
| 刊名 | CHINESE PHYSICS LETTERS
 |
| 出版日期 | 2010 |
| 卷号 | 27期号:8 |
| 关键词 | VISUAL-CORTEX RESONANCE CAT |
| ISSN号 | 0256-307X |
| 通讯作者 | Xie, P (reprint author), Chinese Acad Sci, Inst Phys, Beijing Natl Lab Condensed Matter Phys, Key Lab Soft Matter Phys, Beijing 100190, Peoples R China. |
| 中文摘要 | We study the effects of the strength of coupling between neurons on the spiking regularity and coherence in a complex network with randomly connected Hodgkin-Huxley neurons driven by colored noise. It is found that for the given topology realization and colored noise correlation time, there exists an optimal strength of coupling, at which the spiking regularity of the network reaches the best level. Moreover, when the temporal regularity reaches the best level, the spatial coherence of the system has already increased to a relatively high level. In addition, for the given number of neurons and noise correlation time, the values of average regularity and spatial coherence at the optimal strength of coupling are nearly independent of the topology realization. Furthermore, there exists an optimal value of colored noise correlation time at which the spiking regularity can reach its best level. These results may be helpful for understanding of the real neuron world. |
| 收录类别 | SCI |
| 资助信息 | National Natural Science Foundation of China [10834014, 10974248]; National Basic Research Program of China [2009CB930704] |
| 语种 | 英语 |
| 公开日期 | 2013-09-24 |
| 源URL | [http://ir.iphy.ac.cn/handle/311004/52863]  |
| 专题 | 物理研究所_物理所公开发表论文_物理所公开发表论文_期刊论文 |
| 推荐引用方式 GB/T 7714 | Sun, ZQ,Xie, P,Li, W,et al. Spiking Regularity and Coherence in Complex Hodgkin-Huxley Neuron Networks[J]. CHINESE PHYSICS LETTERS,2010,27(8). |
| APA | Sun, ZQ,Xie, P,Li, W,&Wang, PY.(2010).Spiking Regularity and Coherence in Complex Hodgkin-Huxley Neuron Networks.CHINESE PHYSICS LETTERS,27(8). |
| MLA | Sun, ZQ,et al."Spiking Regularity and Coherence in Complex Hodgkin-Huxley Neuron Networks".CHINESE PHYSICS LETTERS 27.8(2010). |
入库方式： OAI收割
来源：物理研究所
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