Cargando…

A Quantum Predictive Brain: Complementarity Between Top-Down Predictions and Bottom-Up Evidence

Predictive brain theory challenges the general assumption of a brain extracting knowledge from sensations and considers the brain as an organ of inference, actively constructing explanations about reality beyond its sensory evidence. Predictive brain has been formalized through Bayesian updating, wh...

Descripción completa

Detalles Bibliográficos
Autor principal: Mastrogiorgio, Antonio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9305335/
https://www.ncbi.nlm.nih.gov/pubmed/35874422
http://dx.doi.org/10.3389/fpsyg.2022.869894
_version_ 1784752301440761856
author Mastrogiorgio, Antonio
author_facet Mastrogiorgio, Antonio
author_sort Mastrogiorgio, Antonio
collection PubMed
description Predictive brain theory challenges the general assumption of a brain extracting knowledge from sensations and considers the brain as an organ of inference, actively constructing explanations about reality beyond its sensory evidence. Predictive brain has been formalized through Bayesian updating, where top-down predictions are compared with bottom-up evidence. In this article, we propose a different approach to predictive brain based on quantum probability—we call it Quantum Predictive Brain (QPB). QPB is consistent with the Bayesian framework, but considers it as a special case. The tenet of QPB is that top-down predictions and bottom-up evidence are complementary, as they cannot be co-jointly determined to pursue a univocal model of brain functioning. QPB can account for several high-order cognitive phenomena (which are problematic in current predictive brain theories) and offers new insights into the mechanisms of neural reuse.
format Online
Article
Text
id pubmed-9305335
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-93053352022-07-23 A Quantum Predictive Brain: Complementarity Between Top-Down Predictions and Bottom-Up Evidence Mastrogiorgio, Antonio Front Psychol Psychology Predictive brain theory challenges the general assumption of a brain extracting knowledge from sensations and considers the brain as an organ of inference, actively constructing explanations about reality beyond its sensory evidence. Predictive brain has been formalized through Bayesian updating, where top-down predictions are compared with bottom-up evidence. In this article, we propose a different approach to predictive brain based on quantum probability—we call it Quantum Predictive Brain (QPB). QPB is consistent with the Bayesian framework, but considers it as a special case. The tenet of QPB is that top-down predictions and bottom-up evidence are complementary, as they cannot be co-jointly determined to pursue a univocal model of brain functioning. QPB can account for several high-order cognitive phenomena (which are problematic in current predictive brain theories) and offers new insights into the mechanisms of neural reuse. Frontiers Media S.A. 2022-07-08 /pmc/articles/PMC9305335/ /pubmed/35874422 http://dx.doi.org/10.3389/fpsyg.2022.869894 Text en Copyright © 2022 Mastrogiorgio. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Psychology
Mastrogiorgio, Antonio
A Quantum Predictive Brain: Complementarity Between Top-Down Predictions and Bottom-Up Evidence
title A Quantum Predictive Brain: Complementarity Between Top-Down Predictions and Bottom-Up Evidence
title_full A Quantum Predictive Brain: Complementarity Between Top-Down Predictions and Bottom-Up Evidence
title_fullStr A Quantum Predictive Brain: Complementarity Between Top-Down Predictions and Bottom-Up Evidence
title_full_unstemmed A Quantum Predictive Brain: Complementarity Between Top-Down Predictions and Bottom-Up Evidence
title_short A Quantum Predictive Brain: Complementarity Between Top-Down Predictions and Bottom-Up Evidence
title_sort quantum predictive brain: complementarity between top-down predictions and bottom-up evidence
topic Psychology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9305335/
https://www.ncbi.nlm.nih.gov/pubmed/35874422
http://dx.doi.org/10.3389/fpsyg.2022.869894
work_keys_str_mv AT mastrogiorgioantonio aquantumpredictivebraincomplementaritybetweentopdownpredictionsandbottomupevidence
AT mastrogiorgioantonio quantumpredictivebraincomplementaritybetweentopdownpredictionsandbottomupevidence