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Happy emotion cognition of bimodal audiovisual stimuli optimizes the performance of the P300 speller
OBJECTIVE: Prior studies of emotional cognition have found that emotion‐based bimodal face and voice stimuli can elicit larger event‐related potential (ERP) amplitudes and enhance neural responses compared with visual‐only emotional face stimuli. Recent studies on brain–computer interface have shown...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6908870/ https://www.ncbi.nlm.nih.gov/pubmed/31729840 http://dx.doi.org/10.1002/brb3.1479 |
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author | Lu, Zhaohua Li, Qi Gao, Ning Yang, Jingjing Bai, Ou |
author_facet | Lu, Zhaohua Li, Qi Gao, Ning Yang, Jingjing Bai, Ou |
author_sort | Lu, Zhaohua |
collection | PubMed |
description | OBJECTIVE: Prior studies of emotional cognition have found that emotion‐based bimodal face and voice stimuli can elicit larger event‐related potential (ERP) amplitudes and enhance neural responses compared with visual‐only emotional face stimuli. Recent studies on brain–computer interface have shown that emotional face stimuli have significantly improved the performance of the traditional P300 speller system, but its performance needs to be further improved for practical applications. Therefore, we herein propose a novel audiovisual P300 speller based on bimodal emotional cognition to further improve the performance of the P300 system. METHODS: The audiovisual P300 speller we proposed is based on happy emotions, with visual and auditory stimuli that consist of several pairs of smiling faces and audible chuckles (E‐AV spelling paradigm) of different ages and sexes. The control paradigm was the visual‐only emotional face P300 speller (E‐V spelling paradigm). RESULTS: We compared the ERP amplitudes, accuracy, and raw bit rate between the E‐AV and E‐V spelling paradigms. The target stimuli elicited significantly increased P300 amplitudes (p < .05) and P600 amplitudes (p < .05) in the E‐AV spelling paradigm compared with those in the E‐V paradigm. The E‐AV spelling paradigm also significantly improved the spelling accuracy and the raw bit rate compared with those in the E‐V paradigm at one superposition (p < .05) and at two superpositions (p < .05). SIGNIFICANCE: The proposed emotion‐based audiovisual spelling paradigm not only significantly improves the performance of the P300 speller, but also provides a basis for the development of various bimodal P300 speller systems, which is a step forward in the clinical application of brain–computer interfaces. |
format | Online Article Text |
id | pubmed-6908870 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-69088702019-12-20 Happy emotion cognition of bimodal audiovisual stimuli optimizes the performance of the P300 speller Lu, Zhaohua Li, Qi Gao, Ning Yang, Jingjing Bai, Ou Brain Behav Original Research OBJECTIVE: Prior studies of emotional cognition have found that emotion‐based bimodal face and voice stimuli can elicit larger event‐related potential (ERP) amplitudes and enhance neural responses compared with visual‐only emotional face stimuli. Recent studies on brain–computer interface have shown that emotional face stimuli have significantly improved the performance of the traditional P300 speller system, but its performance needs to be further improved for practical applications. Therefore, we herein propose a novel audiovisual P300 speller based on bimodal emotional cognition to further improve the performance of the P300 system. METHODS: The audiovisual P300 speller we proposed is based on happy emotions, with visual and auditory stimuli that consist of several pairs of smiling faces and audible chuckles (E‐AV spelling paradigm) of different ages and sexes. The control paradigm was the visual‐only emotional face P300 speller (E‐V spelling paradigm). RESULTS: We compared the ERP amplitudes, accuracy, and raw bit rate between the E‐AV and E‐V spelling paradigms. The target stimuli elicited significantly increased P300 amplitudes (p < .05) and P600 amplitudes (p < .05) in the E‐AV spelling paradigm compared with those in the E‐V paradigm. The E‐AV spelling paradigm also significantly improved the spelling accuracy and the raw bit rate compared with those in the E‐V paradigm at one superposition (p < .05) and at two superpositions (p < .05). SIGNIFICANCE: The proposed emotion‐based audiovisual spelling paradigm not only significantly improves the performance of the P300 speller, but also provides a basis for the development of various bimodal P300 speller systems, which is a step forward in the clinical application of brain–computer interfaces. John Wiley and Sons Inc. 2019-11-15 /pmc/articles/PMC6908870/ /pubmed/31729840 http://dx.doi.org/10.1002/brb3.1479 Text en © 2019 The Authors. Brain and Behavior published by Wiley Periodicals, Inc. This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Research Lu, Zhaohua Li, Qi Gao, Ning Yang, Jingjing Bai, Ou Happy emotion cognition of bimodal audiovisual stimuli optimizes the performance of the P300 speller |
title | Happy emotion cognition of bimodal audiovisual stimuli optimizes the performance of the P300 speller |
title_full | Happy emotion cognition of bimodal audiovisual stimuli optimizes the performance of the P300 speller |
title_fullStr | Happy emotion cognition of bimodal audiovisual stimuli optimizes the performance of the P300 speller |
title_full_unstemmed | Happy emotion cognition of bimodal audiovisual stimuli optimizes the performance of the P300 speller |
title_short | Happy emotion cognition of bimodal audiovisual stimuli optimizes the performance of the P300 speller |
title_sort | happy emotion cognition of bimodal audiovisual stimuli optimizes the performance of the p300 speller |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6908870/ https://www.ncbi.nlm.nih.gov/pubmed/31729840 http://dx.doi.org/10.1002/brb3.1479 |
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