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A Tactile P300 Brain-Computer Interface
In this study, we investigated a Brain-Computer Interface (BCI) based on EEG responses to vibro-tactile stimuli around the waist. P300 BCIs based on tactile stimuli have the advantage of not taxing the visual or auditory system and of being potentially unnoticeable to other people. A tactile BCI cou...
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Formato: | Texto |
Lenguaje: | English |
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Frontiers Research Foundation
2010
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2871714/ https://www.ncbi.nlm.nih.gov/pubmed/20582261 http://dx.doi.org/10.3389/fnins.2010.00019 |
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author | Brouwer, Anne-Marie van Erp, Jan B. F. |
author_facet | Brouwer, Anne-Marie van Erp, Jan B. F. |
author_sort | Brouwer, Anne-Marie |
collection | PubMed |
description | In this study, we investigated a Brain-Computer Interface (BCI) based on EEG responses to vibro-tactile stimuli around the waist. P300 BCIs based on tactile stimuli have the advantage of not taxing the visual or auditory system and of being potentially unnoticeable to other people. A tactile BCI could be especially suitable for patients whose vision or eye movements are impaired. In Experiment 1, we investigated its feasibility and the effect of the number of equally spaced tactors. Whereas a large number of tactors is expected to enhance the P300 amplitude since the target will be less frequent, it could also negatively affect the P300 since it will be difficult to identify the target when tactor density increases. Participants were asked to attend to the vibrations of a target tactor, embedded within a stream of distracters. The number of tactors was two, four or six. We demonstrated the feasibility of a tactile P300 BCI. We did not find a difference in SWLDA classification performance between the different numbers of tactors. In a second set of experiments we reduced the stimulus onset asynchrony (SOA) by shortening the on- and/or off-time of the tactors. The SOA for an optimum performance as measured in our experiments turned out to be close to conventional SOAs of visual P300 BCIs. |
format | Text |
id | pubmed-2871714 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2010 |
publisher | Frontiers Research Foundation |
record_format | MEDLINE/PubMed |
spelling | pubmed-28717142010-06-25 A Tactile P300 Brain-Computer Interface Brouwer, Anne-Marie van Erp, Jan B. F. Front Neurosci Neuroscience In this study, we investigated a Brain-Computer Interface (BCI) based on EEG responses to vibro-tactile stimuli around the waist. P300 BCIs based on tactile stimuli have the advantage of not taxing the visual or auditory system and of being potentially unnoticeable to other people. A tactile BCI could be especially suitable for patients whose vision or eye movements are impaired. In Experiment 1, we investigated its feasibility and the effect of the number of equally spaced tactors. Whereas a large number of tactors is expected to enhance the P300 amplitude since the target will be less frequent, it could also negatively affect the P300 since it will be difficult to identify the target when tactor density increases. Participants were asked to attend to the vibrations of a target tactor, embedded within a stream of distracters. The number of tactors was two, four or six. We demonstrated the feasibility of a tactile P300 BCI. We did not find a difference in SWLDA classification performance between the different numbers of tactors. In a second set of experiments we reduced the stimulus onset asynchrony (SOA) by shortening the on- and/or off-time of the tactors. The SOA for an optimum performance as measured in our experiments turned out to be close to conventional SOAs of visual P300 BCIs. Frontiers Research Foundation 2010-05-06 /pmc/articles/PMC2871714/ /pubmed/20582261 http://dx.doi.org/10.3389/fnins.2010.00019 Text en Copyright © 2010 Brouwer and van Erp. http://www.frontiersin.org/licenseagreement This is an open-access article subject to an exclusive license agreement between the authors and the Frontiers Research Foundation, which permits unrestricted use, distribution, and reproduction in any medium, provided the original authors and source are credited. |
spellingShingle | Neuroscience Brouwer, Anne-Marie van Erp, Jan B. F. A Tactile P300 Brain-Computer Interface |
title | A Tactile P300 Brain-Computer Interface |
title_full | A Tactile P300 Brain-Computer Interface |
title_fullStr | A Tactile P300 Brain-Computer Interface |
title_full_unstemmed | A Tactile P300 Brain-Computer Interface |
title_short | A Tactile P300 Brain-Computer Interface |
title_sort | tactile p300 brain-computer interface |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2871714/ https://www.ncbi.nlm.nih.gov/pubmed/20582261 http://dx.doi.org/10.3389/fnins.2010.00019 |
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