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
Descripción
Sumario: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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