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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2020
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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. |
format | Online Article Text |
id | pubmed-7744603 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
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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