Interpretability of Multivariate Brain Maps in Linear Brain Decoding: Definition, and Heuristic Quantification in Multivariate Analysis of MEG Time-Locked Effects

Brain decoding is a popular multivariate approach for hypothesis testing in neuroimaging. Linear classifiers are widely employed in the brain decoding paradigm to discriminate among experimental conditions. Then, the derived linear weights are visualized in the form of multivariate brain maps to fur...

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Detalles Bibliográficos
Autores principales: Kia, Seyed Mostafa, Vega Pons, Sandro, Weisz, Nathan, Passerini, Andrea
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2017
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5253369/
https://www.ncbi.nlm.nih.gov/pubmed/28167896
http://dx.doi.org/10.3389/fnins.2016.00619

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5253369/
https://www.ncbi.nlm.nih.gov/pubmed/28167896
http://dx.doi.org/10.3389/fnins.2016.00619

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