About the Authors

Yifan Yao

Contributed equally to this work with: Yifan Yao, Scott Pauls

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

☯ These authors contributed equally to this paper.

Affiliation Department of Psychology, Columbia University, New York, New York, United States of America

Scott Pauls

Contributed equally to this work with: Yifan Yao, Scott Pauls

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

scott.d.pauls@dartmouth.edu

☯ These authors contributed equally to this paper.

Affiliation Department of Mathematics, Dartmouth College, Hanover, New Hampshire, United States of America

Duncan Foley

Roles Formal analysis, Methodology, Writing – original draft, Writing – review & editing

Affiliation Department of Economics, Emeritus, The New School for Social Research, New York, New York, United States of America

Tomoko Yoshikawa

Roles Data curation, Writing – review & editing

Affiliation Organization for International Education and Exchange University of Toyama, Toyama, Japan

Sato Honma

Roles Writing – review & editing

Affiliations Research and Education Center for Brain Science, Hokkaido University, Sapporo, Japan, Center for Sleep and Circadian Rhythm Disorders, Sapporo Hanazono Hospital, Sapporo, Japan

Ken-Ichi Honma

Roles Writing – review & editing

Affiliations Research and Education Center for Brain Science, Hokkaido University, Sapporo, Japan, Center for Sleep and Circadian Rhythm Disorders, Sapporo Hanazono Hospital, Sapporo, Japan

Ellie McVeigh

Roles Data curation

Affiliation Department of Psychology, Columbia University, New York, New York, United States of America

Nicolas C. Foley

Roles Formal analysis, Methodology, Writing – review & editing

Affiliations Department of Psychiatry, Columbia University Medical Center, New York, New York, United States of America, New York State Psychiatric Institute, New York, New York, United States of America

Rae Silver

Roles Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Supervision, Writing – original draft, Writing – review & editing

Affiliations Department of Psychology, Columbia University, New York, New York, United States of America, Department of Neuroscience and Behavior, Barnard College, New York, New York, United States of America, Department of Pathology and Cell Biology, Columbia University Medical School, New York, New York, United States of America, Zuckerman Institute Affiliate, Columbia University, New York, New York, United States of America

Competing Interests

The authors have declared that no competing interests exist.