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  The probability density function of interspike intervals in an FHN model with α-stable noise

Wang, Z., Xu, Y., Li, Y., Kurths, J. (2021): The probability density function of interspike intervals in an FHN model with α-stable noise. - European Physical Journal Plus, 136, 299.
https://doi.org/10.1140/epjp/s13360-021-01245-x

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Item Permalink: https://publications.pik-potsdam.de/pubman/item/item_25843 Version Permalink: https://publications.pik-potsdam.de/pubman/item/item_25843_1
Genre: Journal Article

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Wang2021_Article_TheProbabilityDensityFunctionO.pdf (Publisher version), 2MB
 
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 Creators:
Wang, Zhanqing1, Author
Xu, Yong1, Author
Li, Yongge1, Author
Kurths, Jürgen2, Author              
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1External Organizations, ou_persistent22              
2Potsdam Institute for Climate Impact Research, ou_persistent13              

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 Abstract: In this paper, we expand the paradigmatic Fitzhugh–Nagumo (FHN) model by including α-stable noise and study the firing rate and coherence resonance via probability density function (PDF) of the interspike intervals (ISIs). In the previous work, different indicators and measurements are given to illustrate the firing rate and coherence resonance. However, we find that they can be described simply by the PDF of ISIs, which contains the underlying information of spiking neuron signals. For example, the width of the peak of the PDF of ISIs can characterize the phenomenon of coherence resonance. The narrower width of peak stands for the better coherence resonance.

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 Dates: 2021-02-162021-03-072021-03
 Publication Status: Finally published
 Pages: -
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 Table of Contents: -
 Rev. Type: Peer
 Identifiers: DOI: 10.1140/epjp/s13360-021-01245-x
MDB-ID: No data to archive
PIKDOMAIN: RD4 - Complexity Science
Organisational keyword: RD4 - Complexity Science
Research topic keyword: Complex Networks
Research topic keyword: Health
Research topic keyword: Nonlinear Dynamics
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Title: European Physical Journal Plus
Source Genre: Journal, SCI, Scopus, p3
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Pages: - Volume / Issue: 136 Sequence Number: 299 Start / End Page: - Identifier: CoNE: https://publications.pik-potsdam.de/cone/journals/resource/journals139
Publisher: Springer