About the Authors

Matthew R. Whiteway

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

m.whiteway@columbia.edu

Affiliations Center for Theoretical Neuroscience, Columbia University, New York, New York, United States of America, Mortimer B. Zuckerman Mind Brain Behavior Institute, Columbia University, New York, New York, United States of America, Grossman Center for the Statistics of Mind, Columbia University, New York, New York, United States of America, Department of Statistics, Columbia University, New York, New York, United States of America, Department of Neuroscience, Columbia University, New York, New York, United States of America

Dan Biderman

Roles Conceptualization, Methodology, Software, Writing – original draft, Writing – review & editing

Affiliations Center for Theoretical Neuroscience, Columbia University, New York, New York, United States of America, Mortimer B. Zuckerman Mind Brain Behavior Institute, Columbia University, New York, New York, United States of America, Grossman Center for the Statistics of Mind, Columbia University, New York, New York, United States of America, Department of Statistics, Columbia University, New York, New York, United States of America, Department of Neuroscience, Columbia University, New York, New York, United States of America

Yoni Friedman

Roles Data curation, Software

Affiliations Center for Theoretical Neuroscience, Columbia University, New York, New York, United States of America, Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Boston, Massachusetts, United States of America

Mario Dipoppa

Roles Funding acquisition, Investigation, Writing – review & editing

Affiliations Center for Theoretical Neuroscience, Columbia University, New York, New York, United States of America, Mortimer B. Zuckerman Mind Brain Behavior Institute, Columbia University, New York, New York, United States of America

E. Kelly Buchanan

Roles Data curation, Methodology, Software, Writing – review & editing

Affiliations Center for Theoretical Neuroscience, Columbia University, New York, New York, United States of America, Mortimer B. Zuckerman Mind Brain Behavior Institute, Columbia University, New York, New York, United States of America, Grossman Center for the Statistics of Mind, Columbia University, New York, New York, United States of America, Department of Statistics, Columbia University, New York, New York, United States of America, Department of Neuroscience, Columbia University, New York, New York, United States of America

Anqi Wu

Roles Data curation, Methodology, Software, Writing – review & editing

Affiliations Center for Theoretical Neuroscience, Columbia University, New York, New York, United States of America, Mortimer B. Zuckerman Mind Brain Behavior Institute, Columbia University, New York, New York, United States of America, Grossman Center for the Statistics of Mind, Columbia University, New York, New York, United States of America, Department of Statistics, Columbia University, New York, New York, United States of America, Department of Neuroscience, Columbia University, New York, New York, United States of America

John Zhou

Roles Data curation, Resources, Software

Affiliation Department of Computer Science, Columbia University, New York, New York, United States of America

Niccolò Bonacchi

Roles Data curation

Affiliation Champalimaud Centre for the Unknown, Lisbon, Portugal

Nathaniel J. Miska

Roles Investigation

Affiliation Sainsbury-Wellcome Centre for Neural Circuits and Behavior, University College London, London, United Kingdom

Jean-Paul Noel

Roles Investigation, Writing – review & editing

Affiliation Center for Neural Science, New York University, New York, New York, United States of America

Erica Rodriguez

Roles Investigation

Affiliations Mortimer B. Zuckerman Mind Brain Behavior Institute, Columbia University, New York, New York, United States of America, Department of Neuroscience, Columbia University, New York, New York, United States of America

Michael Schartner

Roles Data curation, Formal analysis

Affiliation Champalimaud Centre for the Unknown, Lisbon, Portugal

Karolina Socha

Roles Investigation

Affiliation Institute of Ophthalmology, University College London, London, United Kingdom

Anne E. Urai

Roles Investigation

Affiliation Cognitive Psychology Unit, Leiden University, Leiden, The Netherlands

C. Daniel Salzman

Roles Funding acquisition

Affiliations Mortimer B. Zuckerman Mind Brain Behavior Institute, Columbia University, New York, New York, United States of America, Department of Neuroscience, Columbia University, New York, New York, United States of America, Department of Psychiatry, Columbia University, New York, New York, United States of America, New York State Psychiatric Institute, New York, New York, United States of America, Kavli Institute for Brain Sciences, New York, New York, United States of America

The International Brain Laboratory
John P. Cunningham

Roles Funding acquisition, Writing – review & editing

Affiliations Center for Theoretical Neuroscience, Columbia University, New York, New York, United States of America, Mortimer B. Zuckerman Mind Brain Behavior Institute, Columbia University, New York, New York, United States of America, Grossman Center for the Statistics of Mind, Columbia University, New York, New York, United States of America, Department of Statistics, Columbia University, New York, New York, United States of America

Liam Paninski

Roles Conceptualization, Funding acquisition, Writing – original draft, Writing – review & editing

Affiliations Center for Theoretical Neuroscience, Columbia University, New York, New York, United States of America, Mortimer B. Zuckerman Mind Brain Behavior Institute, Columbia University, New York, New York, United States of America, Grossman Center for the Statistics of Mind, Columbia University, New York, New York, United States of America, Department of Statistics, Columbia University, New York, New York, United States of America, Department of Neuroscience, Columbia University, New York, New York, United States of America

Competing Interests

The authors have declared that no competing interests exist.