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- November 15, 2019.
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The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license.
Author Information
- Rotem Botvinik-Nezer1,2,
- Felix Holzmeister3,
- Colin F. Camerer4,
- Anna Dreber3,5,
- Juergen Huber3,
- Magnus Johannesson5,
- Michael Kirchler3,
- Roni Iwanir1,
- Jeanette A. Mumford6,
- Alison Adcock7,
- Paolo Avesani8,9,
- Blazej Baczkowski10,
- Aahana Bajracharya11,
- Leah Bakst12,
- Sheryl Ball13,
- Marco Barilari14,
- Nadège Bault9,
- Derek Beaton15,
- Julia Beitner16,17,
- Roland Benoit10,
- Ruud Berkers10,
- Jamil Bhanji18,
- Bharat Biswal19,20,
- Sebastian Bobadilla-Suarez21,
- Tiago Bortolini22,
- Katherine Bottenhorn23,
- Alexander Bowring24,
- Senne Braem25,
- Hayley Brooks26,
- Emily Brudner18,
- Cristian Calderon27,
- Julia Camilleri28,29,
- Jaime Castrellon7,
- Luca Cecchetti30,
- Edna Cieslik29,31,
- Zachary Cole32,
- Olivier Collignon14,
- Robert Cox33,
- William Cunningham34,
- Stefan Czoschke17,
- Kamalaker Dadi35,
- Charles Davis36,
- Alberto De Luca37,
- Mauricio Delgado18,
- Lysia Demetriou38,39,
- Jeffrey Dennison40,
- Xin Di19,41,
- Erin Dickie34,42,
- Ekaterina Dobryakova43,
- Claire Donnat44,
- Juergen Dukart29,31,
- Niall W. Duncan45,46,
- Joke Durnez47,
- Amr Eed48,
- Simon Eickhoff29,31,
- Andrew Erhart26,
- Laura Fontanesi49,
- G. Matthew Fricke50,
- Adriana Galvan51,
- Remi Gau52,
- Sarah Genon31,
- Tristan Glatard53,
- Enrico Glerean54,
- Jelle Goeman55,
- Sergej Golowin45,46,
- Carlos González-García27,
- Krzysztof Gorgolewski44,
- Cheryl Grady15,34,
- Mikella Green7,
- João Guassi Moreira51,
- Olivia Guest21,
- Shabnam Hakimi7,
- J. Paul Hamilton56,
- Roeland Hancock36,
- Giacomo Handjaras30,
- Bronson Harry57,
- Colin Hawco42,58,
- Peer Herholz59,
- Gabrielle Herman42,
- Stephan Heunis60,61,
- Felix Hoffstaedter28,29,
- Jeremy Hogeveen62,
- Susan Holmes44,
- Chuan-Peng Hu63,
- Scott Huettel7,
- Matthew Hughes64,
- Vittorio Iacovella65,
- Alexandru Iordan66,
- Peder Isager60,
- Ayse Ilkay Isik67,
- Andrew Jahn66,
- Matthew Johnson32,
- Tom Johnstone64,
- Michael Joseph42,
- Anthony Juliano43,68,
- Joseph Kable69,
- Michalis Kassinopoulos59,
- Cemal Koba30,
- Xiang-Zhen Kong70,
- Timothy Koscik71,
- Nuri Erkut Kucukboyaci43,72,
- Brice Kuhl73,
- Sebastian Kupek3,
- Angela Laird23,
- Claus Lamm74,
- Robert Langner29,31,
- Nina Lauharatanahirun69,75,
- Hongmi Lee76,
- Sangil Lee69,
- Alexander Leemans37,
- Andrea Leo30,
- Elise Lesage27,
- Flora Li77,78,
- Monica Li36,
- Phui Cheng Lim32,
- Evan Lintz32,
- Schuyler Liphardt62,
- Annabel Losecaat Vermeer74,
- Bradley Love21,
- Michael Mack34,
- Norberto Malpica79,
- Theo Marins22,
- Camille Maumet80,
- Kelsey McDonald7,
- Joseph McGuire12,
- Helena Melero79,
- Adriana Méndez Leal51,
- Benjamin Meyer63,
- Kristin Meyer81,
- Paul Mihai10,82,
- Georgios Mitsis59,
- Jorge Moll22,
- Dylan Nielson33,
- Gustav Nilsonne83,84,
- Michael Notter85,
- Emanuele Olivetti8,9,
- Adrian Onicas30,
- Paolo Papale30,
- Kaustubh Patil28,29,
- Jonathan E. Peelle11,
- Alexandre Pérez86,
- Doris Pischedda9,87,
- Jean-Baptiste Poline59,88,
- Yanina Prystauka36,89,
- Shruti Ray19,
- Patricia Reuter-Lorenz66,
- Richard Reynolds33,
- Emiliano Ricciardi30,
- Jenny Rieck15,
- Anais Rodriguez-Thompson81,
- Anthony Romyn34,
- Taylor Salo23,
- Gregory Samanez-Larkin7,
- Emilio Sanz-Morales90,
- Margaret Schlichting34,
- Douglas Schultz32,
- Qiang Shen91,
- Margaret Sheridan81,
- Fu Shiguang91,
- Jennifer Silvers51,
- Kenny Skagerlund56,
- Alec Smith13,
- David Smith40,
- Peter Sokol-Hessner26,
- Simon Steinkamp31,
- Sarah Tashjian51,
- Bertrand Thirion35,92,
- John Thorp93,
- Gustav Tinghög56,
- Loreen Tisdall49,
- Steven Tompson75,
- Claudio Toro-Serey12,
- Juan Torre35,92,
- Leonardo Tozzi44,
- Vuong Truong45,46,
- Luca Turella65,
- Anna E. van’t Veer94,
- Tom Verguts27,
- Jean Vettel75,95,
- Sagana Vijayarajah34,
- Khoi Vo7,
- Matthew Wall38,96,
- Wouter D. Weeda94,
- Susanne Weis29,97,
- David White64,
- David Wisniewski27,
- Alba Xifra-Porxas59,
- Emily Yearling36,
- Sangsuk Yoon98,
- Rui Yuan44,
- Kenneth Yuen99,
- Lei Zhang74,
- Xu Zhang36,
- Joshua Zosky32,
- Thomas E. Nichols24,100,*,
- Russell A. Poldrack44,* and
- Tom Schonberg1,*
- 1Tel Aviv University, Israel
- 2Dartmouth College, NH, USA
- 3University of Innsbruck, Austria
- 4Caltech, CA, USA
- 5Stockholm School of Economics, Sweden
- 6University of Wisconsin - Madison, WI, USA
- 7Duke; University, NC, USA
- 8Fondazione Bruno Kessler, Italy
- 9University of Trento, Italy
- 10Max Planck Institute for; Human Cognitive and Brain Sciences, Germany
- 11Washington University in St. Louis, MO, USA
- 12Boston University, MA, USA
- 13Virginia Tech, VA, USA
- 14Université Catholique de Louvain, Belgium
- 15Rotman Research Institute, Baycrest Health Sciences, Canada
- 16University of Amsterdam, The Netherlands
- 17Goethe University, Germany
- 18Rutgers University-Newark, NJ, USA
- 19New Jersey Institute of Technology, NJ, USA
- 20University of Electronic Science and Technology of China, Sichuan, USA
- 21University College London, United Kingdom
- 22D’Or Institute for Research and Education, Brazil
- 23Florida International; University, FL, USA
- 24University of Oxford, United Kingdom
- 25Vrije Universiteit Brussel, Belgium
- 26University of Denver, CO, USA
- 27Ghent University, Belgium
- 28Forschungszentrum Jülich, Germany
- 29Heinrich Heine University Dusseldorf, Germany
- 30IMT School for Advanced Studies Lucca, Italy
- 31Research; Centre Jülich, Germany
- 32University of Nebraska-Lincoln, NE, USA
- 33National Institute of Mental Health, MD, USA
- 34University of Toronto, Canada
- 35Inria, Saclay, France
- 36University of Connecticut, CT, USA
- 37University Medical Center Utrecht, The Netherlands
- 38Imperial College London, United Kingdom
- 39Invicro London, United Kingdom
- 40Temple University, PA, USA
- 41University of Electronic Science and Technology of China, China
- 42Centre for Addiction and Mental Health, Canada
- 43Kessler Foundation, NJ, USA
- 44Stanford University, CA, USA
- 45Taipei Medical University, Taiwan
- 46TMU-ShuangHo Hospital, Taiwan
- 47OpenLattice Inc, CA, USA
- 48Instituto de Neurociencias, CSIC-UMH, Spain
- 49University of Basel, Switzerland
- 50The University of New Mexico, NM, USA
- 51University of California, Los Angeles, CA, USA
- 52Crossmodal Perception and Plasticity laboratory, Belgium
- 53Concordia University, Canada
- 54Aalto University, Finland
- 55Leiden University Medical Center, The Netherlands
- 56Linköping University, Sweden
- 57Western Sydney University, Australia
- 58Neuranalysis Consulting, Canada
- 59McGill University, Canada
- 60Eindhoven University of Technology, The Netherlands
- 61Kempenhaeghe Epilepsy Center, The Netherlands
- 62University of New Mexico, NM, USA
- 63Johannes Gutenberg University Medical Center, Germany
- 64Swinburne University of Technology, Australia
- 65The University of Trento, Italy
- 66University of Michigan, MI, USA
- 67Max Planck Institute for Empirical Aesthetics, Germany
- 68Childrens Specialized Hospital Research Center, NJ, USA
- 69University of Pennsylvania, PA, USA
- 70Max Planck Institute for; Psycholinguistics, The Netherlands
- 71University of Iowa Hospitals and Clinics, IA, USA
- 72Rutgers University, NJ, USA
- 73University of Oregon, OR, USA
- 74University of Vienna, Austria
- 75US Combat Capabilities Development Command Army Research Laboratory, MD, USA
- 76Johns Hopkins University, MD, USA
- 77Fralin Biomedical Research Institute at VTC, VA, USA
- 78Nanjing Audit University, China
- 79Universidad Rey Juan Carlos, Spain
- 80Inria, Rennes, France
- 81University of North Carolina at Chapel Hill, NC, USA
- 82Technische Universit‰t Dresden, Germany
- 83Karolinska Institutet, Sweden
- 84Stockholm University, Sweden
- 85Lausanne University Hospital, Switzerland
- 86McGill University, France
- 87University of Milano-Bicocca, Italy
- 88University of California, Berkeley, CA, USA
- 89The Connecticut Institute for the Brain and Cognitive Sciences, USA
- 90Medical Image Analysis Lab, URJC, Spain
- 91School of Management, Zhejiang University of Technology, China
- 92Neurospin, France
- 93Columbia University, NY, USA
- 94Leiden University, The Netherlands
- 95University of California, Santa Barbara, CA, USA
- 96Invicro LLC, United Kingdom
- 97Research Centre Julich, Germany
- 98University of Dayton, OH, USA
- 99Johannes Gutenberg University Medical Center & Deutsches Resilienz Zentrum (DRZ), Germany
- 100University of Warwick, United Kingdom
- ↵*corresponding authors; email: schonberg{at}tauex.tau.ac.il
Posted November 15, 2019.
