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Probabilistic Models and Generative Neural Networks: Towards an Unified Framework for Modeling Normal and Impaired Neurocognitive Functions

Connectionist models can be characterized within the more general framework of probabilistic graphical models, which allow to efficiently describe complex statistical distributions involving a large number of interacting variables. This integration allows building more realistic computational models...

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Detalhes bibliográficos
Publicado no:Front Comput Neurosci
Main Authors: Testolin, Alberto, Zorzi, Marco
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4943066/
https://ncbi.nlm.nih.gov/pubmed/27468262
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fncom.2016.00073
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