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Composing only by thought: Novel application of the P300 brain-computer interface
The P300 event-related potential is a well-known pattern in the electroencephalogram (EEG). This kind of brain signal is used for many different brain-computer interface (BCI) applications, e.g., spellers, environmental controllers, web browsers, or for painting. In recent times, BCI systems are mat...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5587109/ https://www.ncbi.nlm.nih.gov/pubmed/28877175 http://dx.doi.org/10.1371/journal.pone.0181584 |
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author | Pinegger, Andreas Hiebel, Hannah Wriessnegger, Selina C. Müller-Putz, Gernot R. |
author_facet | Pinegger, Andreas Hiebel, Hannah Wriessnegger, Selina C. Müller-Putz, Gernot R. |
author_sort | Pinegger, Andreas |
collection | PubMed |
description | The P300 event-related potential is a well-known pattern in the electroencephalogram (EEG). This kind of brain signal is used for many different brain-computer interface (BCI) applications, e.g., spellers, environmental controllers, web browsers, or for painting. In recent times, BCI systems are mature enough to leave the laboratories to be used by the end-users, namely severely disabled people. Therefore, new challenges arise and the systems should be implemented and evaluated according to user-centered design (USD) guidelines. We developed and implemented a new system that utilizes the P300 pattern to compose music. Our Brain Composing system consists of three parts: the EEG acquisition device, the P300-based BCI, and the music composing software. Seventeen musical participants and one professional composer performed a copy-spelling, a copy-composing, and a free-composing task with the system. According to the USD guidelines, we investigated the efficiency, the effectiveness and subjective criteria in terms of satisfaction, enjoyment, frustration, and attractiveness. The musical participants group achieved high average accuracies: 88.24% (copy-spelling), 88.58% (copy-composing), and 76.51% (free-composing). The professional composer achieved also high accuracies: 100% (copy-spelling), 93.62% (copy-composing), and 98.20% (free-composing). General results regarding the subjective criteria evaluation were that the participants enjoyed the usage of the Brain Composing system and were highly satisfied with the system. Showing very positive results with healthy people in this study, this was the first step towards a music composing system for severely disabled people. |
format | Online Article Text |
id | pubmed-5587109 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-55871092017-09-15 Composing only by thought: Novel application of the P300 brain-computer interface Pinegger, Andreas Hiebel, Hannah Wriessnegger, Selina C. Müller-Putz, Gernot R. PLoS One Research Article The P300 event-related potential is a well-known pattern in the electroencephalogram (EEG). This kind of brain signal is used for many different brain-computer interface (BCI) applications, e.g., spellers, environmental controllers, web browsers, or for painting. In recent times, BCI systems are mature enough to leave the laboratories to be used by the end-users, namely severely disabled people. Therefore, new challenges arise and the systems should be implemented and evaluated according to user-centered design (USD) guidelines. We developed and implemented a new system that utilizes the P300 pattern to compose music. Our Brain Composing system consists of three parts: the EEG acquisition device, the P300-based BCI, and the music composing software. Seventeen musical participants and one professional composer performed a copy-spelling, a copy-composing, and a free-composing task with the system. According to the USD guidelines, we investigated the efficiency, the effectiveness and subjective criteria in terms of satisfaction, enjoyment, frustration, and attractiveness. The musical participants group achieved high average accuracies: 88.24% (copy-spelling), 88.58% (copy-composing), and 76.51% (free-composing). The professional composer achieved also high accuracies: 100% (copy-spelling), 93.62% (copy-composing), and 98.20% (free-composing). General results regarding the subjective criteria evaluation were that the participants enjoyed the usage of the Brain Composing system and were highly satisfied with the system. Showing very positive results with healthy people in this study, this was the first step towards a music composing system for severely disabled people. Public Library of Science 2017-09-06 /pmc/articles/PMC5587109/ /pubmed/28877175 http://dx.doi.org/10.1371/journal.pone.0181584 Text en © 2017 Pinegger et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Pinegger, Andreas Hiebel, Hannah Wriessnegger, Selina C. Müller-Putz, Gernot R. Composing only by thought: Novel application of the P300 brain-computer interface |
title | Composing only by thought: Novel application of the P300 brain-computer interface |
title_full | Composing only by thought: Novel application of the P300 brain-computer interface |
title_fullStr | Composing only by thought: Novel application of the P300 brain-computer interface |
title_full_unstemmed | Composing only by thought: Novel application of the P300 brain-computer interface |
title_short | Composing only by thought: Novel application of the P300 brain-computer interface |
title_sort | composing only by thought: novel application of the p300 brain-computer interface |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5587109/ https://www.ncbi.nlm.nih.gov/pubmed/28877175 http://dx.doi.org/10.1371/journal.pone.0181584 |
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