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Fokker–Planck and Fortet Equation-Based Parameter Estimation for a Leaky Integrate-and-Fire Model with Sinusoidal and Stochastic Forcing

ABSTRACT: Analysis of sinusoidal noisy leaky integrate-and-fire models and comparison with experimental data are important to understand the neural code and neural synchronization and rhythms. In this paper, we propose two methods to estimate input parameters using interspike interval data only. One...

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Bibliografiske detaljer
Udgivet i:J Math Neurosci
Main Authors: Iolov, Alexandre, Ditlevsen, Susanne, Longtin, André
Format: Artigo
Sprog:Inglês
Udgivet: Springer 2014
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4234988/
https://ncbi.nlm.nih.gov/pubmed/24742022
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/2190-8567-4-4
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