Decoding the Brain: Neural Representation and the Limits of Multivariate Pattern Analysis in Cognitive Neuroscience

1.. Introduction; 2.. : 2.1.. What is multivariate pattern analysis? 2.2.. The informational benefits of multivariate pattern analysis; 3.. : 3.1.. We don’t know what information is decoded; 3.2.. The theoretical basis for the dictum; 3.3.. Undermining the theoretical basis; 4.. : 4.1.. Does anyone...

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Detalles Bibliográficos
Autores principales: Ritchie, J Brendan, Kaplan, David Michael, Klein, Colin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2019
Materias:
Articles
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6505581/
https://www.ncbi.nlm.nih.gov/pubmed/31086423
http://dx.doi.org/10.1093/bjps/axx023
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author Ritchie, J Brendan
Kaplan, David Michael
Klein, Colin
author_facet Ritchie, J Brendan
Kaplan, David Michael
Klein, Colin
author_sort Ritchie, J Brendan
collection PubMed
description 1.. Introduction; 2.. : 2.1.. What is multivariate pattern analysis? 2.2.. The informational benefits of multivariate pattern analysis; 3.. : 3.1.. We don’t know what information is decoded; 3.2.. The theoretical basis for the dictum; 3.3.. Undermining the theoretical basis; 4.. : 4.1.. Does anyone really believe the dictum? 4.2.. Good decoding is not enough; 4.3.. Predicting behaviour is not enough; 5.. Moving beyond the Dictum; 6.. Conclusion.
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spelling pubmed-65055812019-05-13 Decoding the Brain: Neural Representation and the Limits of Multivariate Pattern Analysis in Cognitive Neuroscience Ritchie, J Brendan Kaplan, David Michael Klein, Colin Br J Philos Sci Articles 1.. Introduction; 2.. : 2.1.. What is multivariate pattern analysis? 2.2.. The informational benefits of multivariate pattern analysis; 3.. : 3.1.. We don’t know what information is decoded; 3.2.. The theoretical basis for the dictum; 3.3.. Undermining the theoretical basis; 4.. : 4.1.. Does anyone really believe the dictum? 4.2.. Good decoding is not enough; 4.3.. Predicting behaviour is not enough; 5.. Moving beyond the Dictum; 6.. Conclusion. Oxford University Press 2019-06 2017-09-06 /pmc/articles/PMC6505581/ /pubmed/31086423 http://dx.doi.org/10.1093/bjps/axx023 Text en © The Author 2017. Published by Oxford University Press on behalf of British Society for the Philosophy of Science. 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 reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Articles
Ritchie, J Brendan
Kaplan, David Michael
Klein, Colin
Decoding the Brain: Neural Representation and the Limits of Multivariate Pattern Analysis in Cognitive Neuroscience
title Decoding the Brain: Neural Representation and the Limits of Multivariate Pattern Analysis in Cognitive Neuroscience
title_full Decoding the Brain: Neural Representation and the Limits of Multivariate Pattern Analysis in Cognitive Neuroscience
title_fullStr Decoding the Brain: Neural Representation and the Limits of Multivariate Pattern Analysis in Cognitive Neuroscience
title_full_unstemmed Decoding the Brain: Neural Representation and the Limits of Multivariate Pattern Analysis in Cognitive Neuroscience
title_short Decoding the Brain: Neural Representation and the Limits of Multivariate Pattern Analysis in Cognitive Neuroscience
title_sort decoding the brain: neural representation and the limits of multivariate pattern analysis in cognitive neuroscience
topic Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6505581/
https://www.ncbi.nlm.nih.gov/pubmed/31086423
http://dx.doi.org/10.1093/bjps/axx023
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