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Benchmarking explanation methods for mental state decoding with deep learning models

Deep learning (DL) models find increasing application in mental state decoding, where researchers seek to understand the mapping between mental states (e.g., experiencing anger or joy) and brain activity by identifying those spatial and temporal features of brain activity that allow to accurately id...

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Detalles Bibliográficos
Autores principales: Thomas, Armin W., Ré, Christopher, Poldrack, Russell A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10258563/
https://www.ncbi.nlm.nih.gov/pubmed/37059157
http://dx.doi.org/10.1016/j.neuroimage.2023.120109