Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Lu, Zhaohua, Li, Qi, Gao, Ning, Yang, Jingjing, Bai, Ou
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2019
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
_version_ 1783478824646737920
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
work_keys_str_mv AT luzhaohua happyemotioncognitionofbimodalaudiovisualstimulioptimizestheperformanceofthep300speller
AT liqi happyemotioncognitionofbimodalaudiovisualstimulioptimizestheperformanceofthep300speller
AT gaoning happyemotioncognitionofbimodalaudiovisualstimulioptimizestheperformanceofthep300speller
AT yangjingjing happyemotioncognitionofbimodalaudiovisualstimulioptimizestheperformanceofthep300speller
AT baiou happyemotioncognitionofbimodalaudiovisualstimulioptimizestheperformanceofthep300speller