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Ear-EEG sensitivity modeling for neural sources and ocular artifacts

The ear-EEG has emerged as a promising candidate for real-world wearable brain monitoring. While experimental studies have validated several applications of ear-EEG, the source-sensor relationship for neural sources from across the brain surface has not yet been established. In addition, modeling of...

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Autores principales: Yarici, Metin C., Thornton, Mike, Mandic, Danilo P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9868963/
https://www.ncbi.nlm.nih.gov/pubmed/36699519
http://dx.doi.org/10.3389/fnins.2022.997377
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author Yarici, Metin C.
Thornton, Mike
Mandic, Danilo P.
author_facet Yarici, Metin C.
Thornton, Mike
Mandic, Danilo P.
author_sort Yarici, Metin C.
collection PubMed
description The ear-EEG has emerged as a promising candidate for real-world wearable brain monitoring. While experimental studies have validated several applications of ear-EEG, the source-sensor relationship for neural sources from across the brain surface has not yet been established. In addition, modeling of the ear-EEG sensitivity to sources of artifacts is still missing. Through volume conductor modeling, the sensitivity of various configurations of ear-EEG is established for a range of neural sources, in addition to ocular artifact sources for the blink, vertical saccade, and horizontal saccade eye movements. Results conclusively support the introduction of ear-EEG into conventional EEG paradigms for monitoring neural activity that originates from within the temporal lobes, while also revealing the extent to which ear-EEG can be used for sources further away from these regions. The use of ear-EEG in scenarios prone to ocular artifacts is also supported, through the demonstration of proportional scaling of artifacts and neural signals in various configurations of ear-EEG. The results from this study can be used to support both existing and prospective experimental ear-EEG studies and applications in the context of sensitivity to both neural sources and ocular artifacts.
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spelling pubmed-98689632023-01-24 Ear-EEG sensitivity modeling for neural sources and ocular artifacts Yarici, Metin C. Thornton, Mike Mandic, Danilo P. Front Neurosci Neuroscience The ear-EEG has emerged as a promising candidate for real-world wearable brain monitoring. While experimental studies have validated several applications of ear-EEG, the source-sensor relationship for neural sources from across the brain surface has not yet been established. In addition, modeling of the ear-EEG sensitivity to sources of artifacts is still missing. Through volume conductor modeling, the sensitivity of various configurations of ear-EEG is established for a range of neural sources, in addition to ocular artifact sources for the blink, vertical saccade, and horizontal saccade eye movements. Results conclusively support the introduction of ear-EEG into conventional EEG paradigms for monitoring neural activity that originates from within the temporal lobes, while also revealing the extent to which ear-EEG can be used for sources further away from these regions. The use of ear-EEG in scenarios prone to ocular artifacts is also supported, through the demonstration of proportional scaling of artifacts and neural signals in various configurations of ear-EEG. The results from this study can be used to support both existing and prospective experimental ear-EEG studies and applications in the context of sensitivity to both neural sources and ocular artifacts. Frontiers Media S.A. 2023-01-09 /pmc/articles/PMC9868963/ /pubmed/36699519 http://dx.doi.org/10.3389/fnins.2022.997377 Text en Copyright © 2023 Yarici, Thornton and Mandic. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neuroscience
Yarici, Metin C.
Thornton, Mike
Mandic, Danilo P.
Ear-EEG sensitivity modeling for neural sources and ocular artifacts
title Ear-EEG sensitivity modeling for neural sources and ocular artifacts
title_full Ear-EEG sensitivity modeling for neural sources and ocular artifacts
title_fullStr Ear-EEG sensitivity modeling for neural sources and ocular artifacts
title_full_unstemmed Ear-EEG sensitivity modeling for neural sources and ocular artifacts
title_short Ear-EEG sensitivity modeling for neural sources and ocular artifacts
title_sort ear-eeg sensitivity modeling for neural sources and ocular artifacts
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9868963/
https://www.ncbi.nlm.nih.gov/pubmed/36699519
http://dx.doi.org/10.3389/fnins.2022.997377
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