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Statistics of spike trains in conductance-based neural networks: Rigorous results

We consider a conductance-based neural network inspired by the generalized Integrate and Fire model introduced by Rudolph and Destexhe in 1996. We show the existence and uniqueness of a unique Gibbs distribution characterizing spike train statistics. The corresponding Gibbs potential is explicitly c...

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Detalles Bibliográficos
Autor principal: Cessac, Bruno
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3496623/
https://www.ncbi.nlm.nih.gov/pubmed/22657160
http://dx.doi.org/10.1186/2190-8567-1-8