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Mean-field models for heterogeneous networks of two-dimensional integrate and fire neurons

We analytically derive mean-field models for all-to-all coupled networks of heterogeneous, adapting, two-dimensional integrate and fire neurons. The class of models we consider includes the Izhikevich, adaptive exponential and quartic integrate and fire models. The heterogeneity in the parameters le...

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Detalles Bibliográficos
Autores principales: Nicola, Wilten, Campbell, Sue Ann
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3873638/
https://www.ncbi.nlm.nih.gov/pubmed/24416013
http://dx.doi.org/10.3389/fncom.2013.00184