EEG Sonification improves sleep staging performance in novice stagers

• Sam Chin ,

  Contributed equally to this work with: Sam Chin, Nathan W. Whitmore

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

  Affiliation Responsive Environments Group, MIT Media Lab, Cambridge, Massachusetts, United States of America

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• Nathan W. Whitmore ,

  Contributed equally to this work with: Sam Chin, Nathan W. Whitmore

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

  * E-mail: nathanww@media.mit.edu

  Affiliation Fluid Interfaces Group, MIT Media Lab, Cambridge, Massachusetts, United States of America

  https://orcid.org/0000-0001-7624-2725

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• Nathan Perry,

  Roles Software, Writing – review & editing

  Affiliation Responsive Environments Group, MIT Media Lab, Cambridge, Massachusetts, United States of America

  https://orcid.org/0000-0002-4310-434X

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• Joe Paradiso,

  Roles Funding acquisition, Supervision, Writing – review & editing

  Affiliation Responsive Environments Group, MIT Media Lab, Cambridge, Massachusetts, United States of America

  ⨯
• Pattie Maes

  Roles Funding acquisition, Supervision, Writing – review & editing

  Affiliation Fluid Interfaces Group, MIT Media Lab, Cambridge, Massachusetts, United States of America

  https://orcid.org/0000-0002-7722-6038

  ⨯