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Estimating the Parameters of Fitzhugh–Nagumo Neurons from Neural Spiking Data

A theoretical and computational study on the estimation of the parameters of a single Fitzhugh–Nagumo model is presented. The difference of this work from a conventional system identification is that the measured data only consist of discrete and noisy neural spiking (spike times) data, which contai...

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Detalles Bibliográficos
Autores principales: Doruk, Resat Ozgur, Abosharb, Laila
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6956007/
https://www.ncbi.nlm.nih.gov/pubmed/31835351
http://dx.doi.org/10.3390/brainsci9120364