Dynamical Characteristics of a Hodgkin-Huxley neuron

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dc.creatorYang, Huijie
dc.creatorZhao, Fangcui
dc.creatorZhuo, Yizhong
dc.creatorWu, Xizhen
dc.creatorLi, Zhuxia
dc.date2002-01-14
dc.date.accessioned2026-07-07T02:44:06Z
dc.date.available2026-07-07T02:44:06Z
dc.descriptionBy means of the concepts of factorial moment, return map and NM estimator, we analyze some responses of a HH neuron to various types of spike-train inputs. The corresponding fractal dimensions and values of NM estimators can describe the correlation characteristics quantitatively. It is found that all the intervals of successive output spikes may obey a power-law for some conditions. And in time scale the output series for a HH model for each type of inputs is correlated with typical correlation length and correlation strength. These power-law and correlation characteristics may be useful in the coding and decoding process of HH neurons. These concepts may distinguish different inputs quantitatively. PACS number(s): 87.18.Sn, 84.35.+i, 05.45.Tp
dc.description15 pages, 2 figures
dc.identifierhttps://arxiv.org/abs/cond-mat/0201206
dc.identifierhttp://arxiv.org/abs/cond-mat/0201206
dc.identifier.urihttp://salesiana.dossiersoluciones.com/handle/123456789/18778
dc.subjectDisordered Systems and Neural Networks
dc.subjectMesoscale and Nanoscale Physics
dc.subjectQuantitative Biology
dc.titleDynamical Characteristics of a Hodgkin-Huxley neuron
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