EEG Phase Can Be Predicted with Similar Accuracy across Cognitive States after Accounting for Power and Signal-to-Noise Ratio.
EEG
brain–computer interfaces
closed-loop
neural oscillations
phase
power
Journal
eNeuro
ISSN: 2373-2822
Titre abrégé: eNeuro
Pays: United States
ID NLM: 101647362
Informations de publication
Date de publication:
09 2023
09 2023
Historique:
received:
13
02
2023
revised:
25
05
2023
accepted:
15
06
2023
medline:
7
9
2023
pubmed:
10
8
2023
entrez:
9
8
2023
Statut:
epublish
Résumé
EEG phase is increasingly used in cognitive neuroscience, brain-computer interfaces, and closed-loop stimulation devices. However, it is unknown how accurate EEG phase prediction is across cognitive states. We determined the EEG phase prediction accuracy of parieto-occipital alpha waves across rest and task states in 484 participants over 11 public datasets. We were able to track EEG phase accurately across various cognitive conditions and datasets, especially during periods of high instantaneous alpha power and signal-to-noise ratio (SNR). Although resting states generally have higher accuracies than task states, absolute accuracy differences were small, with most of these differences attributable to EEG power and SNR. These results suggest that experiments and technologies using EEG phase should focus more on minimizing external noise and waiting for periods of high power rather than inducing a particular cognitive state.
Identifiants
pubmed: 37558464
pii: ENEURO.0050-23.2023
doi: 10.1523/ENEURO.0050-23.2023
pmc: PMC10481640
pii:
doi:
Types de publication
Journal Article
Research Support, Non-U.S. Gov't
Research Support, N.I.H., Extramural
Langues
eng
Sous-ensembles de citation
IM
Subventions
Organisme : NINDS NIH HHS
ID : R01 NS121219
Pays : United States
Informations de copyright
Copyright © 2023 Kim et al.
Déclaration de conflit d'intérêts
The authors declare no competing financial interests.
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