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Modeling Higher-Order Correlations within Cortical Microcolumns

We statistically characterize the population spiking activity obtained from simultaneous recordings of neurons across all layers of a cortical microcolumn. Three types of models are compared: an Ising model which captures pairwise correlations between units, a Restricted Boltzmann Machine (RBM) whic...

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Detalles Bibliográficos
Autores principales:	Köster, Urs, Sohl-Dickstein, Jascha, Gray, Charles M., Olshausen, Bruno A.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Public Library of Science 2014
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4081002/ https://www.ncbi.nlm.nih.gov/pubmed/24991969 http://dx.doi.org/10.1371/journal.pcbi.1003684

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