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Interpreting neural decoding models using grouped model reliance

Machine learning algorithms are becoming increasingly popular for decoding psychological constructs based on neural data. However, as a step towards bridging the gap between theory-driven cognitive neuroscience and data-driven decoding approaches, there is a need for methods that allow to interpret...

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Detalles Bibliográficos
Autores principales: Valentin, Simon, Harkotte, Maximilian, Popov, Tzvetan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6964974/
https://www.ncbi.nlm.nih.gov/pubmed/31905373
http://dx.doi.org/10.1371/journal.pcbi.1007148