About the Authors

Alexandra Corneyllie

Contributed equally to this work with: Alexandra Corneyllie, Trudie Walters, Maximilien Chaumon

Roles Conceptualization, Formal analysis, Investigation, Methodology, Project administration, Writing – original draft, Writing – review & editing

alexandra.corneyllie@cnrs.fr (AC); maximilien.chaumon@icm-institute.org (MC)

These authors contributed equally to this work

Affiliation Centre de Recherche en Neurosciences de Lyon, équipe CAP, CNRS, Lyon, France

Trudie Walters

Contributed equally to this work with: Alexandra Corneyllie, Trudie Walters, Maximilien Chaumon

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Writing – original draft, Writing – review & editing

These authors contributed equally to this work

Affiliation Lincoln University, Lincoln, New Zealand

Anne-Sophie Dubarry

Roles Conceptualization, Writing – review & editing

ASD, XH, TH, VK, TM, AP, SP, MR, NS, AS, KS, KT, JLU, and RW also contributed equally to this work

Affiliation Aix Marseille University, CNRS, CRPN, Marseille, France

Xun He

Roles Conceptualization, Writing – review & editing

ASD, XH, TH, VK, TM, AP, SP, MR, NS, AS, KS, KT, JLU, and RW also contributed equally to this work

Affiliation Department of Psychology, Bournemouth University, Bournemouth, United Kingdom

Thomas Hinault

Roles Conceptualization, Writing – review & editing

ASD, XH, TH, VK, TM, AP, SP, MR, NS, AS, KS, KT, JLU, and RW also contributed equally to this work

Affiliation Université de Caen Normandie, Inserm, EPHE-PSL, CHU de Caen, Caen, France

Vanja Ković

Roles Conceptualization, Writing – review & editing

ASD, XH, TH, VK, TM, AP, SP, MR, NS, AS, KS, KT, JLU, and RW also contributed equally to this work

Affiliation Laboratory for Neurocognition and Applied Cognition, Department of Psychology, Faculty of Philosophy, University of Belgrade, Belgrade, Serbia

Takfarinas Medani

Roles Conceptualization, Writing – review & editing

ASD, XH, TH, VK, TM, AP, SP, MR, NS, AS, KS, KT, JLU, and RW also contributed equally to this work

Affiliation Ming Hsieh Department of Electrical and Computer Engineering, University of Southern California, Los Angeles, California, United States of America

Annalisa Pascarella

Roles Conceptualization, Writing – review & editing

ASD, XH, TH, VK, TM, AP, SP, MR, NS, AS, KS, KT, JLU, and RW also contributed equally to this work

Affiliation Institute of Applied Mathematics M. Picone, CNR, Roma, Italy

Svetlana Pinet

Roles Conceptualization, Writing – review & editing

ASD, XH, TH, VK, TM, AP, SP, MR, NS, AS, KS, KT, JLU, and RW also contributed equally to this work

Affiliations Basque Center on Cognition, Brain and Language, Donostia San Sebastián, Spain, Ikerbasque, Basque Foundation for Science, Bilbao, Spain

Manuela Ruzzoli

Roles Conceptualization, Writing – review & editing

ASD, XH, TH, VK, TM, AP, SP, MR, NS, AS, KS, KT, JLU, and RW also contributed equally to this work

Affiliations Basque Center on Cognition, Brain and Language, Donostia San Sebastián, Spain, Ikerbasque, Basque Foundation for Science, Bilbao, Spain

Natalie Schaworonkow

Roles Conceptualization, Writing – review & editing

ASD, XH, TH, VK, TM, AP, SP, MR, NS, AS, KS, KT, JLU, and RW also contributed equally to this work

Affiliation Ernst Strüngmann Institute for Neuroscience, Frankfurt am Main, Germany

Anđela Šoškić

Roles Conceptualization, Writing – review & editing

ASD, XH, TH, VK, TM, AP, SP, MR, NS, AS, KS, KT, JLU, and RW also contributed equally to this work

Affiliation Laboratory for Neurocognition and Applied Cognition, Department of Psychology, Faculty of Philosophy, University of Belgrade, Belgrade, Serbia

Katarina Stekić

Roles Conceptualization, Writing – review & editing

ASD, XH, TH, VK, TM, AP, SP, MR, NS, AS, KS, KT, JLU, and RW also contributed equally to this work

Affiliation Laboratory for Neurocognition and Applied Cognition, Department of Psychology, Faculty of Philosophy, University of Belgrade, Belgrade, Serbia

Konstantinos Tsilimparis

Roles Conceptualization, Writing – review & editing

ASD, XH, TH, VK, TM, AP, SP, MR, NS, AS, KS, KT, JLU, and RW also contributed equally to this work

Affiliation Radboud University, Donders Institute for Brain, Cognition and Behaviour, Nijmegen, The Netherlands

José Luis Ulloa

Roles Conceptualization, Writing – review & editing

ASD, XH, TH, VK, TM, AP, SP, MR, NS, AS, KS, KT, JLU, and RW also contributed equally to this work

Affiliation Programa de Investigación Asociativa (PIA) en Ciencias Cognitivas, Centro de Investigación en Ciencias Cognitivas (CICC), Facultad de Psicología, Universidad de Talca, Talca, Chile

Ruijie Wang

Roles Conceptualization, Writing – review & editing

ASD, XH, TH, VK, TM, AP, SP, MR, NS, AS, KS, KT, JLU, and RW also contributed equally to this work

Affiliation Department of Psychology, Bournemouth University, Bournemouth, United Kingdom

Maximilien Chaumon

Contributed equally to this work with: Alexandra Corneyllie, Trudie Walters, Maximilien Chaumon

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Visualization, Writing – original draft, Writing – review & editing

alexandra.corneyllie@cnrs.fr (AC); maximilien.chaumon@icm-institute.org (MC)

These authors contributed equally to this work

Affiliation Institut du Cerveau, ICM, Inserm U, CNRS UMR, Sorbonne Université, Centre MEG-EEG, Centre de NeuroImagerie Recherche (CENIR), Paris, France

Competing Interests

The authors have declared that no competing interests exist.