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Fast construction of interpretable whole-brain decoders

Researchers often seek to decode mental states from brain activity measured with functional MRI. Rigorous decoding requires the use of formal neural prediction models, which are likely to be the most accurate if they use the whole brain. However, the computational burden and lack of interpretability...

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Detalles Bibliográficos
Autores principales: Lee, Sangil, Bradlow, Eric T., Kable, Joseph W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9243546/
https://www.ncbi.nlm.nih.gov/pubmed/35784649
http://dx.doi.org/10.1016/j.crmeth.2022.100227