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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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Библиографические подробности
Главные авторы: Simon Valentin, Maximilian Harkotte, Tzvetan Popov
Формат: Artigo
Язык:Inglês
Опубликовано: Public Library of Science (PLoS) 2020-01-01
Серии:PLoS Computational Biology
Online-ссылка:https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1007148&type=printable
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