Deep learning as a tool for neural data analysis: Speech classification and cross-frequency coupling in human sensorimotor cortex

• Jesse A. Livezey ,

  Contributed equally to this work with: Jesse A. Livezey, Kristofer E. Bouchard

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

  Affiliations Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, California, United States of America, Redwood Center for Theoretical Neuroscience, University of California, Berkeley, Berkeley, California, United States of America

  http://orcid.org/0000-0003-0494-8758

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• Kristofer E. Bouchard ,

  Contributed equally to this work with: Jesse A. Livezey, Kristofer E. Bouchard

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

  * E-mail: kebouchard@lbl.gov (KEB); edward.chang@ucsf.edu (EFC)

  ¶These authors also contributed equally to this work.

  Affiliations Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, California, United States of America, Redwood Center for Theoretical Neuroscience, University of California, Berkeley, Berkeley, California, United States of America, Helen Wills Neuroscience Institute, University of California, Berkeley, Berkeley, California, United States of America

  http://orcid.org/0000-0002-1974-4603

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• Edward F. Chang

  Roles Conceptualization, Data curation, Investigation, Resources

  * E-mail: kebouchard@lbl.gov (KEB); edward.chang@ucsf.edu (EFC)

  ¶These authors also contributed equally to this work.

  Affiliations Department of Neurological Surgery and Department of Physiology, University of California, San Francisco, San Francisco, California, United States of America, Center for Integrative Neuroscience, University of California, San Francisco, San Francisco, California, United States of America, UCSF Epilepsy Center, University of California, San Francisco, San Francisco, California, United States of America

  http://orcid.org/0000-0003-2480-4700

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