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Waves of prediction

Predictive processing (e.g., predictive coding) is a predominant paradigm in cognitive neuroscience. This Primer considers the various levels of commitment neuroscientists have to the neuronal process theories that accompany the principles of predictive processing. Specifically, it reviews and conte...

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Detalles Bibliográficos
Autor principal: Friston, Karl J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6776254/
https://www.ncbi.nlm.nih.gov/pubmed/31581195
http://dx.doi.org/10.1371/journal.pbio.3000426
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author Friston, Karl J.
author_facet Friston, Karl J.
author_sort Friston, Karl J.
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description Predictive processing (e.g., predictive coding) is a predominant paradigm in cognitive neuroscience. This Primer considers the various levels of commitment neuroscientists have to the neuronal process theories that accompany the principles of predictive processing. Specifically, it reviews and contextualises a recent PLOS Biology study of alpha oscillations and travelling waves. We will see that alpha oscillations emerge naturally under the computational architectures implied by predictive coding-and may tell us something profound about recurrent message passing in brain hierarchies. Specifically, the bidirectional nature of forward and backward waves speaks to opportunities to understand attention and how it nuances bottom-up and top-down influences.
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spelling pubmed-67762542019-10-12 Waves of prediction Friston, Karl J. PLoS Biol Primer Predictive processing (e.g., predictive coding) is a predominant paradigm in cognitive neuroscience. This Primer considers the various levels of commitment neuroscientists have to the neuronal process theories that accompany the principles of predictive processing. Specifically, it reviews and contextualises a recent PLOS Biology study of alpha oscillations and travelling waves. We will see that alpha oscillations emerge naturally under the computational architectures implied by predictive coding-and may tell us something profound about recurrent message passing in brain hierarchies. Specifically, the bidirectional nature of forward and backward waves speaks to opportunities to understand attention and how it nuances bottom-up and top-down influences. Public Library of Science 2019-10-03 /pmc/articles/PMC6776254/ /pubmed/31581195 http://dx.doi.org/10.1371/journal.pbio.3000426 Text en © 2019 Karl J. Friston http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Primer
Friston, Karl J.
Waves of prediction
title Waves of prediction
title_full Waves of prediction
title_fullStr Waves of prediction
title_full_unstemmed Waves of prediction
title_short Waves of prediction
title_sort waves of prediction
topic Primer
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6776254/
https://www.ncbi.nlm.nih.gov/pubmed/31581195
http://dx.doi.org/10.1371/journal.pbio.3000426
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