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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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Detalles Bibliográficos
Autores principales: Iolov, Alexandre, Ditlevsen, Susanne, Longtin, André
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4234988/
https://www.ncbi.nlm.nih.gov/pubmed/24742022
http://dx.doi.org/10.1186/2190-8567-4-4