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Research ArticleResearch Article: New Research, Cognition and Behavior

EEG Phase Can Be Predicted with Similar Accuracy across Cognitive States after Accounting for Power and Signal-to-Noise Ratio

Brian Kim, Brian A. Erickson, Guadalupe Fernandez-Nunez, Ryan Rich, Georgios Mentzelopoulos, Flavia Vitale and John D. Medaglia
eNeuro 9 August 2023, 10 (9) ENEURO.0050-23.2023; https://doi.org/10.1523/ENEURO.0050-23.2023
Brian Kim
1Department of Psychological and Brain Sciences, Drexel University, Philadelphia, Pennsylvania 19104
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Brian A. Erickson
1Department of Psychological and Brain Sciences, Drexel University, Philadelphia, Pennsylvania 19104
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Guadalupe Fernandez-Nunez
1Department of Psychological and Brain Sciences, Drexel University, Philadelphia, Pennsylvania 19104
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Ryan Rich
1Department of Psychological and Brain Sciences, Drexel University, Philadelphia, Pennsylvania 19104
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Georgios Mentzelopoulos
2Department of Bioengineering, University of Pennsylvania, Philadelphia, Pennsylvania 19104
3Center for Neuroengineering and Therapeutics, University of Pennsylvania, Philadelphia, Pennsylvania 19104
4Center for Neurotrauma, Neurodegeneration, and Restoration, Corporal Michael J. Crescenz Veterans Affairs Medical Center, Philadelphia, Pennsylvania 19104
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Flavia Vitale
2Department of Bioengineering, University of Pennsylvania, Philadelphia, Pennsylvania 19104
3Center for Neuroengineering and Therapeutics, University of Pennsylvania, Philadelphia, Pennsylvania 19104
4Center for Neurotrauma, Neurodegeneration, and Restoration, Corporal Michael J. Crescenz Veterans Affairs Medical Center, Philadelphia, Pennsylvania 19104
5Departments of Neurology, University of Pennsylvania, Philadelphia, Pennsylvania 19104
6Physical Medicine and Rehabilitation, University of Pennsylvania, Philadelphia, Pennsylvania 19146
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John D. Medaglia
1Department of Psychological and Brain Sciences, Drexel University, Philadelphia, Pennsylvania 19104
5Departments of Neurology, University of Pennsylvania, Philadelphia, Pennsylvania 19104
7Department of Neurology, Drexel University, Philadelphia, Pennsylvania 19104
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Article Information

DOI 
https://doi.org/10.1523/ENEURO.0050-23.2023
PubMed 
37558464
Published By 
Society for Neuroscience
History 
  • Received February 13, 2023
  • Revision received May 25, 2023
  • Accepted June 15, 2023
  • Published online August 9, 2023.
Copyright & Usage 
Copyright © 2023 Kim et al. This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International license, which permits unrestricted use, distribution and reproduction in any medium provided that the original work is properly attributed.

Author Information

  1. Brian Kim1,
  2. Brian A. Erickson1,
  3. Guadalupe Fernandez-Nunez1,
  4. Ryan Rich1,
  5. Georgios Mentzelopoulos2,3,4,
  6. Flavia Vitale2,3,4,5,6 and
  7. John D. Medaglia1,5,7
  1. 1Department of Psychological and Brain Sciences, Drexel University, Philadelphia, Pennsylvania 19104
  2. 2Department of Bioengineering, University of Pennsylvania, Philadelphia, Pennsylvania 19104
  3. 3Center for Neuroengineering and Therapeutics, University of Pennsylvania, Philadelphia, Pennsylvania 19104
  4. 4Center for Neurotrauma, Neurodegeneration, and Restoration, Corporal Michael J. Crescenz Veterans Affairs Medical Center, Philadelphia, Pennsylvania 19104
  5. 5Departments of Neurology, University of Pennsylvania, Philadelphia, Pennsylvania 19104
  6. 6Physical Medicine and Rehabilitation, University of Pennsylvania, Philadelphia, Pennsylvania 19146
  7. 7Department of Neurology, Drexel University, Philadelphia, Pennsylvania 19104
  1. Correspondence should be addressed to John D. Medaglia at jdm582{at}drexel.edu or Flavia Vitale at vitalef{at}pennmedicine.upenn.edu.
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Author contributions

  1. Author contributions: B.K., B.A.E., R.R., G.M., F.V., and J.D.M. designed research; B.K., B.A.E., and G.F.-N. performed research; B.K. and G.F.-N. analyzed data; and B.K., B.A.E., R.R., G.M., F.V., and J.D.M. wrote the paper.

Disclosures

  • The authors declare no competing financial interests.

Funding

  • HHS | National Institutes of Health (NIH)

    R01NS121219-01
  • Starfish Neuroscience Inc.

Other Version

  • You are viewing the most recent version of this article.
  • previous version (August 09, 2023).

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Aug 20233160134
Sep 2023110263117
Oct 20235716148
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Jul 20251314231
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eneuro: 10 (9)
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September 2023
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EEG Phase Can Be Predicted with Similar Accuracy across Cognitive States after Accounting for Power and Signal-to-Noise Ratio
Brian Kim, Brian A. Erickson, Guadalupe Fernandez-Nunez, Ryan Rich, Georgios Mentzelopoulos, Flavia Vitale, John D. Medaglia
eNeuro 9 August 2023, 10 (9) ENEURO.0050-23.2023; DOI: 10.1523/ENEURO.0050-23.2023

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EEG Phase Can Be Predicted with Similar Accuracy across Cognitive States after Accounting for Power and Signal-to-Noise Ratio
Brian Kim, Brian A. Erickson, Guadalupe Fernandez-Nunez, Ryan Rich, Georgios Mentzelopoulos, Flavia Vitale, John D. Medaglia
eNeuro 9 August 2023, 10 (9) ENEURO.0050-23.2023; DOI: 10.1523/ENEURO.0050-23.2023
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Keywords

  • brain–computer interfaces
  • closed-loop
  • EEG
  • neural oscillations
  • phase
  • power

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