About the Authors

Shreya Saxena

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

ss5513@columbia.edu

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

Ian Kinsella

Roles Formal analysis, Resources, Software, Writing – review & editing

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

Simon Musall

Roles Conceptualization, Data curation, Investigation, Visualization, Writing – review & editing

Affiliation Cold Spring Harbor Laboratory, Cold Spring Harbor, New York, United States of America

Sharon H. Kim

Roles Conceptualization, Investigation

Affiliations Mortimer B. Zuckerman Mind Brain Behavior Institute, Columbia University, New York, New York, United States of America, Laboratory for Functional Optical Imaging, Department of Biomedical Engineering, Columbia University, New York, New York, United States of America

Jozsef Meszaros

Roles Data curation, Investigation, Writing – review & editing

Affiliations Mortimer B. Zuckerman Mind Brain Behavior Institute, Columbia University, New York, New York, United States of America, Laboratory for Functional Optical Imaging, Department of Biomedical Engineering, Columbia University, New York, New York, United States of America

David N. Thibodeaux

Roles Data curation, Investigation

Affiliations Mortimer B. Zuckerman Mind Brain Behavior Institute, Columbia University, New York, New York, United States of America, Laboratory for Functional Optical Imaging, Department of Biomedical Engineering, Columbia University, New York, New York, United States of America

Carla Kim

Roles Investigation

Affiliations Mortimer B. Zuckerman Mind Brain Behavior Institute, Columbia University, New York, New York, United States of America, Laboratory for Functional Optical Imaging, Department of Biomedical Engineering, Columbia University, New York, New York, United States of America

John Cunningham

Roles Supervision, Writing – review & editing

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

Elizabeth M. C. Hillman

Roles Conceptualization, Funding acquisition, Supervision, Writing – review & editing

Affiliations Mortimer B. Zuckerman Mind Brain Behavior Institute, Columbia University, New York, New York, United States of America, Laboratory for Functional Optical Imaging, Department of Biomedical Engineering, Columbia University, New York, New York, United States of America

Anne Churchland

Roles Conceptualization, Funding acquisition, Resources, Supervision, Visualization, Writing – review & editing

Affiliation Cold Spring Harbor Laboratory, Cold Spring Harbor, New York, United States of America

Liam Paninski

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

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

Competing Interests

The authors have declared that no competing interests exist.