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Mean-field description and propagation of chaos in networks of Hodgkin-Huxley and FitzHugh-Nagumo neurons

We derive the mean-field equations arising as the limit of a network of interacting spiking neurons, as the number of neurons goes to infinity. The neurons belong to a fixed number of populations and are represented either by the Hodgkin-Huxley model or by one of its simplified version, the FitzHugh...

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Detalles Bibliográficos
Autores principales: Baladron, Javier, Fasoli, Diego, Faugeras, Olivier, Touboul, Jonathan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3497713/
https://www.ncbi.nlm.nih.gov/pubmed/22657695
http://dx.doi.org/10.1186/2190-8567-2-10