Experientially-grounded and distributional semantic vectors uncover dissociable representations of conceptual categories

Francesca Carotaa Max Planck Institute for Psycholinguistics, Nijmegen, The Netherlands;b Donders Institute for Cognitive Neuroscience, Radboud University, Nijmegen, The Netherlands;c Cognition and Brain Sciences Unit, Medical Research Council, Cambridge, UKCorrespondence[email protected]

https://orcid.org/0000-0002-6315-9858

Hamed Nilic Cognition and Brain Sciences Unit, Medical Research Council, Cambridge, UK;d Department of Experimental Psychology, University of Oxford, Oxford, UK

Nikolaus Kriegeskortec Cognition and Brain Sciences Unit, Medical Research Council, Cambridge, UK;e MRC Cognition and Brain Sciences Unit, University of Cambridge, Cambridge, UK;f Department of Psychology, Zuckerman Mind Brain Behavior Institute, Columbia University, New York, NY, USA;g Department of Neuroscience, Zuckerman Mind Brain Behavior Institute, Columbia University, New York, NY, USA;h Department of Electrical Engineering, Zuckerman Mind Brain Behavior Institute, Columbia University, New York, NY, USA

Friedemann Pulvermüllerc Cognition and Brain Sciences Unit, Medical Research Council, Cambridge, UK;j School of Mind and Brain, Humboldt Universität zu Berlin, Berlin, Germany;k Cluster of Excellence “Matters of Activity”, Humboldt Universität zu Berlin, Berlin, Germany;l Einstein Center for Neuroscience Berlin, Berlin, Germany;i Brain Language Laboratory, Department of Philosophy and Humanities, WE4, Freie Universität Berlin, Berlin, Germany

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