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Parameter estimation of history-dependent leaky integrate-and-fire neurons using maximum-likelihood methods

When a neuronal spike train is observed, what can we say about the properties of the neuron that generated it? A natural way to answer this question is to make an assumption about the type of neuron, select an appropriate model for this type, and then to choose the model parameters as those that are...

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Detalhes bibliográficos
Main Authors: Dong, Yi, Mihalas, Stefan, Russell, Alexander, Etienne-Cummings, Ralph, Niebur, Ernst
Formato: Artigo
Idioma:Inglês
Publicado em: 2011
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3513351/
https://ncbi.nlm.nih.gov/pubmed/21851282
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1162/NECO_a_00196
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