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Bayesian inference with incomplete knowledge explains perceptual confidence and its deviations from accuracy

In perceptual decisions, subjects infer hidden states of the environment based on noisy sensory information. Here we show that both choice and its associated confidence are explained by a Bayesian framework based on partially observable Markov decision processes (POMDPs). We test our model on monkey...

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Detalles Bibliográficos
Autores principales: Khalvati, Koosha, Kiani, Roozbeh, Rao, Rajesh P. N.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8481237/
https://www.ncbi.nlm.nih.gov/pubmed/34588440
http://dx.doi.org/10.1038/s41467-021-25419-4