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A Spelling Paradigm With an Added Red Dot Improved the P300 Speller System Performance

The traditional P300 speller system uses the flashing row or column spelling paradigm. However, the classification accuracy and information transfer rate of the P300 speller are not adequate for real-world application. To improve the performance of the P300 speller, we devised a new spelling paradig...

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Detalles Bibliográficos
Autores principales: Wu, Yan, Zhou, Weiwei, Lu, Zhaohua, Li, Qi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7744603/
https://www.ncbi.nlm.nih.gov/pubmed/33343323
http://dx.doi.org/10.3389/fninf.2020.589169
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author Wu, Yan
Zhou, Weiwei
Lu, Zhaohua
Li, Qi
author_facet Wu, Yan
Zhou, Weiwei
Lu, Zhaohua
Li, Qi
author_sort Wu, Yan
collection PubMed
description The traditional P300 speller system uses the flashing row or column spelling paradigm. However, the classification accuracy and information transfer rate of the P300 speller are not adequate for real-world application. To improve the performance of the P300 speller, we devised a new spelling paradigm in which the flashing row or column of a virtual character matrix is covered by a translucent green circle with a red dot in either the upper or lower half (GC-RD spelling paradigm). We compared the event-related potential (ERP) waveforms with a control paradigm (GC spelling paradigm), in which the flashing row or column of a virtual character matrix was covered by a translucent green circle only. Our experimental results showed that the amplitude of P3a at the parietal area and P3b at the frontal–central–parietal areas evoked by the GC-RD paradigm were significantly greater than those induced by the GC paradigm. Higher classification accuracy and information transmission rates were also obtained in the GC-RD system. Our results indicated that the added red dots increased attention and visuospatial information, resulting in an amplitude increase in both P3a and P3b, thereby improving the performance of the P300 speller system.
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spelling pubmed-77446032020-12-18 A Spelling Paradigm With an Added Red Dot Improved the P300 Speller System Performance Wu, Yan Zhou, Weiwei Lu, Zhaohua Li, Qi Front Neuroinform Neuroscience The traditional P300 speller system uses the flashing row or column spelling paradigm. However, the classification accuracy and information transfer rate of the P300 speller are not adequate for real-world application. To improve the performance of the P300 speller, we devised a new spelling paradigm in which the flashing row or column of a virtual character matrix is covered by a translucent green circle with a red dot in either the upper or lower half (GC-RD spelling paradigm). We compared the event-related potential (ERP) waveforms with a control paradigm (GC spelling paradigm), in which the flashing row or column of a virtual character matrix was covered by a translucent green circle only. Our experimental results showed that the amplitude of P3a at the parietal area and P3b at the frontal–central–parietal areas evoked by the GC-RD paradigm were significantly greater than those induced by the GC paradigm. Higher classification accuracy and information transmission rates were also obtained in the GC-RD system. Our results indicated that the added red dots increased attention and visuospatial information, resulting in an amplitude increase in both P3a and P3b, thereby improving the performance of the P300 speller system. Frontiers Media S.A. 2020-12-03 /pmc/articles/PMC7744603/ /pubmed/33343323 http://dx.doi.org/10.3389/fninf.2020.589169 Text en Copyright © 2020 Wu, Zhou, Lu and Li. http://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
Wu, Yan
Zhou, Weiwei
Lu, Zhaohua
Li, Qi
A Spelling Paradigm With an Added Red Dot Improved the P300 Speller System Performance
title A Spelling Paradigm With an Added Red Dot Improved the P300 Speller System Performance
title_full A Spelling Paradigm With an Added Red Dot Improved the P300 Speller System Performance
title_fullStr A Spelling Paradigm With an Added Red Dot Improved the P300 Speller System Performance
title_full_unstemmed A Spelling Paradigm With an Added Red Dot Improved the P300 Speller System Performance
title_short A Spelling Paradigm With an Added Red Dot Improved the P300 Speller System Performance
title_sort spelling paradigm with an added red dot improved the p300 speller system performance
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7744603/
https://www.ncbi.nlm.nih.gov/pubmed/33343323
http://dx.doi.org/10.3389/fninf.2020.589169
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