Multiscale effective connectivity analysis of brain activity using neural ordinary differential equations

• Yin-Jui Chang,

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

  Affiliation Biomedical Engineering, University of Texas at Austin, Austin, TX, United States of America

  ⨯
• Yuan-I Chen,

  Roles Formal analysis, Methodology, Writing – review & editing

  Affiliation Biomedical Engineering, University of Texas at Austin, Austin, TX, United States of America

  ⨯
• Hannah M. Stealey,

  Roles Data curation, Investigation, Writing – review & editing

  Affiliation Biomedical Engineering, University of Texas at Austin, Austin, TX, United States of America

  https://orcid.org/0000-0002-1116-2596

  ⨯
• Yi Zhao,

  Roles Data curation, Investigation, Writing – review & editing

  Affiliation Biomedical Engineering, University of Texas at Austin, Austin, TX, United States of America

  ⨯
• Hung-Yun Lu,

  Roles Data curation, Investigation, Writing – review & editing

  Affiliation Biomedical Engineering, University of Texas at Austin, Austin, TX, United States of America

  ⨯
• Enrique Contreras-Hernandez,

  Roles Data curation, Investigation, Writing – review & editing

  Affiliation Biomedical Engineering, University of Texas at Austin, Austin, TX, United States of America

  ⨯
• Megan N. Baker,

  Roles Data curation, Investigation, Writing – review & editing

  Affiliation Biomedical Engineering, University of Texas at Austin, Austin, TX, United States of America

  ⨯
• Edward Castillo,

  Roles Methodology, Supervision, Writing – review & editing

  Affiliation Biomedical Engineering, University of Texas at Austin, Austin, TX, United States of America

  https://orcid.org/0000-0003-0523-487X

  ⨯
• Hsin-Chih Yeh,

  Roles Funding acquisition, Methodology, Project administration, Supervision, Writing – review & editing

  Affiliations Biomedical Engineering, University of Texas at Austin, Austin, TX, United States of America, Texas Materials Institute, University of Texas at Austin, Austin, TX, United States of America

  ⨯
• Samantha R. Santacruz

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

  * E-mail: s.santacruz@austin.utexas.edu

  Affiliations Biomedical Engineering, University of Texas at Austin, Austin, TX, United States of America, Electrical & Computer Engineering, University of Texas at Austin, Austin, TX, United States of America, Institute for Neuroscience, University of Texas at Austin, Austin, TX, United States of America

  https://orcid.org/0000-0002-7352-5081

  ⨯