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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...
Autores principales: | Valentin, Simon, Harkotte, Maximilian, Popov, Tzvetan |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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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 |
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