Uncertainty in perception and the Hierarchical Gaussian Filter

In its full sense, perception rests on an agent's model of how its sensory input comes about and the inferences it draws based on this model. These inferences are necessarily uncertain. Here, we illustrate how the Hierarchical Gaussian Filter (HGF) offers a principled and generic way to deal wi...

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Bibliographic Details
Published in:Front Hum Neurosci
Main Authors: Mathys, Christoph D., Lomakina, Ekaterina I., Daunizeau, Jean, Iglesias, Sandra, Brodersen, Kay H., Friston, Karl J., Stephan, Klaas E.
Format: Artigo
Language:Inglês
Published: Frontiers Media S.A. 2014
Subjects:
Neuroscience
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC4237059/
https://ncbi.nlm.nih.gov/pubmed/25477800
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnhum.2014.00825
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