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Unobtrusive ambulatory EEG using a smartphone and flexible printed electrodes around the ear
This study presents first evidence that reliable EEG data can be recorded with a new cEEGrid electrode array, which consists of ten electrodes printed on flexible sheet and arranged in a c-shape to fit around the ear. Ten participants wore two cEEGrid systems for at least seven hours. Using a smartp...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4648079/ https://www.ncbi.nlm.nih.gov/pubmed/26572314 http://dx.doi.org/10.1038/srep16743 |
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author | Debener, Stefan Emkes, Reiner De Vos, Maarten Bleichner, Martin |
author_facet | Debener, Stefan Emkes, Reiner De Vos, Maarten Bleichner, Martin |
author_sort | Debener, Stefan |
collection | PubMed |
description | This study presents first evidence that reliable EEG data can be recorded with a new cEEGrid electrode array, which consists of ten electrodes printed on flexible sheet and arranged in a c-shape to fit around the ear. Ten participants wore two cEEGrid systems for at least seven hours. Using a smartphone for stimulus delivery and signal acquisition, resting EEG and auditory oddball data were collected in the morning and in the afternoon six to seven hours apart. Analysis of resting EEG data confirmed well-known spectral differences between eyes open and eyes closed conditions. The ERP results confirmed the predicted condition effects with significantly larger P300 amplitudes for target compared to standard tones, and a high test-retest reliability of the P300 amplitude (r > = .74). Moreover, a linear classifier trained on data from the morning session revealed similar performance in classification accuracy for the morning and the afternoon sessions (both > 70%). These findings demonstrate the feasibility of concealed and comfortable brain activity acquisition over many hours. |
format | Online Article Text |
id | pubmed-4648079 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-46480792015-11-23 Unobtrusive ambulatory EEG using a smartphone and flexible printed electrodes around the ear Debener, Stefan Emkes, Reiner De Vos, Maarten Bleichner, Martin Sci Rep Article This study presents first evidence that reliable EEG data can be recorded with a new cEEGrid electrode array, which consists of ten electrodes printed on flexible sheet and arranged in a c-shape to fit around the ear. Ten participants wore two cEEGrid systems for at least seven hours. Using a smartphone for stimulus delivery and signal acquisition, resting EEG and auditory oddball data were collected in the morning and in the afternoon six to seven hours apart. Analysis of resting EEG data confirmed well-known spectral differences between eyes open and eyes closed conditions. The ERP results confirmed the predicted condition effects with significantly larger P300 amplitudes for target compared to standard tones, and a high test-retest reliability of the P300 amplitude (r > = .74). Moreover, a linear classifier trained on data from the morning session revealed similar performance in classification accuracy for the morning and the afternoon sessions (both > 70%). These findings demonstrate the feasibility of concealed and comfortable brain activity acquisition over many hours. Nature Publishing Group 2015-11-17 /pmc/articles/PMC4648079/ /pubmed/26572314 http://dx.doi.org/10.1038/srep16743 Text en Copyright © 2015, Macmillan Publishers Limited http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Article Debener, Stefan Emkes, Reiner De Vos, Maarten Bleichner, Martin Unobtrusive ambulatory EEG using a smartphone and flexible printed electrodes around the ear |
title | Unobtrusive ambulatory EEG using a smartphone and flexible printed electrodes around the ear |
title_full | Unobtrusive ambulatory EEG using a smartphone and flexible printed electrodes around the ear |
title_fullStr | Unobtrusive ambulatory EEG using a smartphone and flexible printed electrodes around the ear |
title_full_unstemmed | Unobtrusive ambulatory EEG using a smartphone and flexible printed electrodes around the ear |
title_short | Unobtrusive ambulatory EEG using a smartphone and flexible printed electrodes around the ear |
title_sort | unobtrusive ambulatory eeg using a smartphone and flexible printed electrodes around the ear |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4648079/ https://www.ncbi.nlm.nih.gov/pubmed/26572314 http://dx.doi.org/10.1038/srep16743 |
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