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Ghosts in machine learning for cognitive neuroscience: Moving from data to theory.

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第一作者： Thomas,Carlson

第一单位： School of Psychology, The University of Sydney, Sydney, NSW, 2006, Australia; ARC Centre of Excellence in Cognition and its Disorders, Macquarie University, Sydney, NSW, 2109, Australia. Electronic address: thomas.carlson@sydney.edu.au.

作者： Thomas,Carlson ^[1] ; Erin,Goddard ^[2] ; David M,Kaplan ^[3] ; Colin,Klein ^[4] ; J Brendan,Ritchie ^[5]

作者单位： School of Psychology, The University of Sydney, Sydney, NSW, 2006, Australia; ARC Centre of Excellence in Cognition and its Disorders, Macquarie University, Sydney, NSW, 2109, Australia. Electronic address: thomas.carlson@sydney.edu.au. ^[1] ARC Centre of Excellence in Cognition and its Disorders, Macquarie University, Sydney, NSW, 2109, Australia; McGill Vision Research Group, McGill University, Montreal, QC, Canada. ^[2] ARC Centre of Excellence in Cognition and its Disorders, Macquarie University, Sydney, NSW, 2109, Australia; Department of Cognitive Science, Macquarie University, Sydney, NSW, 2109, Australia; Perception in Action Research Centre, Macquarie University, Sydney, NSW, 2109, Australia. ^[3] ARC Centre of Excellence in Cognition and its Disorders, Macquarie University, Sydney, NSW, 2109, Australia; Department of Philosophy, Macquarie University, Sydney, NSW 2109, Australia. ^[4] Laboratory of Biological Psychology, KU Leuven, 3000 Leuven, Flemish Brabant, Belgium. ^[5]

关键词 Brain decoding Exploratory methods Magnetoencephalography Multivariate pattern analysis fMRI

医学主题词脑图(Brain Mapping);人类(Humans);多元分析(Multivariate Analysis)

DOI 10.1016/j.neuroimage.2017.08.019

PMID 28793239

发布时间 2019-02-01

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准确一般字义偏差语意偏离译文作用小提交