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Crowdsourced EEG experiments: A proof of concept for remote EEG acquisition using EmotivPRO Builder and EmotivLABS

The development of online research platforms has made data collection more efficient and representative of populations. However, these benefits have not been available for use with cognitive neuroscience tools such as electroencephalography (EEG). In this study, we introduce an approach for remote E...

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Autores principales: Williams, Nikolas S., King, William, Mackellar, Geoffrey, Randeniya, Roshini, McCormick, Alicia, Badcock, Nicholas A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10404957/
https://www.ncbi.nlm.nih.gov/pubmed/37554801
http://dx.doi.org/10.1016/j.heliyon.2023.e18433
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author Williams, Nikolas S.
King, William
Mackellar, Geoffrey
Randeniya, Roshini
McCormick, Alicia
Badcock, Nicholas A.
author_facet Williams, Nikolas S.
King, William
Mackellar, Geoffrey
Randeniya, Roshini
McCormick, Alicia
Badcock, Nicholas A.
author_sort Williams, Nikolas S.
collection PubMed
description The development of online research platforms has made data collection more efficient and representative of populations. However, these benefits have not been available for use with cognitive neuroscience tools such as electroencephalography (EEG). In this study, we introduce an approach for remote EEG data collection. We demonstrate how an experiment can be built via the EmotivPRO Builder and deployed to the EmotivLABS website where it can be completed by participants who own EMOTIV EEG headsets. To demonstrate the data collection technique, we collected EEG while participants engaged in a resting state task where participants sat with their eyes open and then eyes closed for 2 min each. We observed a significant difference in alpha power between the two conditions thereby demonstrating the well-known alpha suppression effect. Thus, we demonstrate that EEG data collection, particularly for frequency domain analysis, can be successfully conducted online.
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spelling pubmed-104049572023-08-08 Crowdsourced EEG experiments: A proof of concept for remote EEG acquisition using EmotivPRO Builder and EmotivLABS Williams, Nikolas S. King, William Mackellar, Geoffrey Randeniya, Roshini McCormick, Alicia Badcock, Nicholas A. Heliyon Research Article The development of online research platforms has made data collection more efficient and representative of populations. However, these benefits have not been available for use with cognitive neuroscience tools such as electroencephalography (EEG). In this study, we introduce an approach for remote EEG data collection. We demonstrate how an experiment can be built via the EmotivPRO Builder and deployed to the EmotivLABS website where it can be completed by participants who own EMOTIV EEG headsets. To demonstrate the data collection technique, we collected EEG while participants engaged in a resting state task where participants sat with their eyes open and then eyes closed for 2 min each. We observed a significant difference in alpha power between the two conditions thereby demonstrating the well-known alpha suppression effect. Thus, we demonstrate that EEG data collection, particularly for frequency domain analysis, can be successfully conducted online. Elsevier 2023-07-24 /pmc/articles/PMC10404957/ /pubmed/37554801 http://dx.doi.org/10.1016/j.heliyon.2023.e18433 Text en © 2023 Published by Elsevier Ltd. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Article
Williams, Nikolas S.
King, William
Mackellar, Geoffrey
Randeniya, Roshini
McCormick, Alicia
Badcock, Nicholas A.
Crowdsourced EEG experiments: A proof of concept for remote EEG acquisition using EmotivPRO Builder and EmotivLABS
title Crowdsourced EEG experiments: A proof of concept for remote EEG acquisition using EmotivPRO Builder and EmotivLABS
title_full Crowdsourced EEG experiments: A proof of concept for remote EEG acquisition using EmotivPRO Builder and EmotivLABS
title_fullStr Crowdsourced EEG experiments: A proof of concept for remote EEG acquisition using EmotivPRO Builder and EmotivLABS
title_full_unstemmed Crowdsourced EEG experiments: A proof of concept for remote EEG acquisition using EmotivPRO Builder and EmotivLABS
title_short Crowdsourced EEG experiments: A proof of concept for remote EEG acquisition using EmotivPRO Builder and EmotivLABS
title_sort crowdsourced eeg experiments: a proof of concept for remote eeg acquisition using emotivpro builder and emotivlabs
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10404957/
https://www.ncbi.nlm.nih.gov/pubmed/37554801
http://dx.doi.org/10.1016/j.heliyon.2023.e18433
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