Stein's neuronal model with pooled renewal input
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14310%2F15%3A00080902" target="_blank" >RIV/00216224:14310/15:00080902 - isvavai.cz</a>
Alternative codes found
RIV/67985823:_____/15:00448847
Result on the web
<a href="http://dx.doi.org/10.1007/s00422-015-0650-x" target="_blank" >http://dx.doi.org/10.1007/s00422-015-0650-x</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/s00422-015-0650-x" target="_blank" >10.1007/s00422-015-0650-x</a>
Alternative languages
Result language
angličtina
Original language name
Stein's neuronal model with pooled renewal input
Original language description
The input of Stein's model of a single neuron is usually described by using a Poisson process, which is assumed to represent the behaviour of spikes pooled from a large number of presynaptic spike trains. However, such a description of the input is not always appropriate as the variability cannot be separated from the intensity. Therefore, we create and study Stein's model with a more general input, a sum of equilibrium renewal processes. The mean and variance of the membrane potential are derived for this model. Using these formulas and numerical simulations, the model is analyzed to study the influence of the input variability on the properties of the membrane potential and the output spike trains. The generalized Stein's model is compared with the original Stein's model with Poissonian input using the relative difference of variances of membrane potential at steady state and the integral square error of output interspike intervals.
Czech name
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Czech description
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Classification
Type
J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)
CEP classification
BA - General mathematics
OECD FORD branch
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Result continuities
Project
<a href="/en/project/GA15-06991S" target="_blank" >GA15-06991S: Functional data analysis and related topics</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2015
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
Biological Cybernetics
ISSN
0340-1200
e-ISSN
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Volume of the periodical
109
Issue of the periodical within the volume
3
Country of publishing house
US - UNITED STATES
Number of pages
11
Pages from-to
389-399
UT code for WoS article
000355144900008
EID of the result in the Scopus database
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