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STDP Installs in Winner-Take-All Circuits an Online Approximation to Hidden Markov Model Learning

In order to cross a street without being run over, we need to be able to extract very fast hidden causes of dynamically changing multi-modal sensory stimuli, and to predict their future evolution. We show here that a generic cortical microcircuit motif, pyramidal cells with lateral excitation and in...

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Detalles Bibliográficos
Autores principales: Kappel, David, Nessler, Bernhard, Maass, Wolfgang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3967926/
https://www.ncbi.nlm.nih.gov/pubmed/24675787
http://dx.doi.org/10.1371/journal.pcbi.1003511