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Tools for Brain-Computer Interaction: A General Concept for a Hybrid BCI
The aim of this work is to present the development of a hybrid Brain-Computer Interface (hBCI) which combines existing input devices with a BCI. Thereby, the BCI should be available if the user wishes to extend the types of inputs available to an assistive technology system, but the user can also ch...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Research Foundation
2011
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3223392/ https://www.ncbi.nlm.nih.gov/pubmed/22131973 http://dx.doi.org/10.3389/fninf.2011.00030 |
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author | Müller-Putz, Gernot R. Breitwieser, Christian Cincotti, Febo Leeb, Robert Schreuder, Martijn Leotta, Francesco Tavella, Michele Bianchi, Luigi Kreilinger, Alex Ramsay, Andrew Rohm, Martin Sagebaum, Max Tonin, Luca Neuper, Christa Millán, José del. R. |
author_facet | Müller-Putz, Gernot R. Breitwieser, Christian Cincotti, Febo Leeb, Robert Schreuder, Martijn Leotta, Francesco Tavella, Michele Bianchi, Luigi Kreilinger, Alex Ramsay, Andrew Rohm, Martin Sagebaum, Max Tonin, Luca Neuper, Christa Millán, José del. R. |
author_sort | Müller-Putz, Gernot R. |
collection | PubMed |
description | The aim of this work is to present the development of a hybrid Brain-Computer Interface (hBCI) which combines existing input devices with a BCI. Thereby, the BCI should be available if the user wishes to extend the types of inputs available to an assistive technology system, but the user can also choose not to use the BCI at all; the BCI is active in the background. The hBCI might decide on the one hand which input channel(s) offer the most reliable signal(s) and switch between input channels to improve information transfer rate, usability, or other factors, or on the other hand fuse various input channels. One major goal therefore is to bring the BCI technology to a level where it can be used in a maximum number of scenarios in a simple way. To achieve this, it is of great importance that the hBCI is able to operate reliably for long periods, recognizing and adapting to changes as it does so. This goal is only possible if many different subsystems in the hBCI can work together. Since one research institute alone cannot provide such different functionality, collaboration between institutes is necessary. To allow for such a collaboration, a new concept and common software framework is introduced. It consists of four interfaces connecting the classical BCI modules: signal acquisition, preprocessing, feature extraction, classification, and the application. But it provides also the concept of fusion and shared control. In a proof of concept, the functionality of the proposed system was demonstrated. |
format | Online Article Text |
id | pubmed-3223392 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2011 |
publisher | Frontiers Research Foundation |
record_format | MEDLINE/PubMed |
spelling | pubmed-32233922011-11-30 Tools for Brain-Computer Interaction: A General Concept for a Hybrid BCI Müller-Putz, Gernot R. Breitwieser, Christian Cincotti, Febo Leeb, Robert Schreuder, Martijn Leotta, Francesco Tavella, Michele Bianchi, Luigi Kreilinger, Alex Ramsay, Andrew Rohm, Martin Sagebaum, Max Tonin, Luca Neuper, Christa Millán, José del. R. Front Neuroinform Neuroinformatics The aim of this work is to present the development of a hybrid Brain-Computer Interface (hBCI) which combines existing input devices with a BCI. Thereby, the BCI should be available if the user wishes to extend the types of inputs available to an assistive technology system, but the user can also choose not to use the BCI at all; the BCI is active in the background. The hBCI might decide on the one hand which input channel(s) offer the most reliable signal(s) and switch between input channels to improve information transfer rate, usability, or other factors, or on the other hand fuse various input channels. One major goal therefore is to bring the BCI technology to a level where it can be used in a maximum number of scenarios in a simple way. To achieve this, it is of great importance that the hBCI is able to operate reliably for long periods, recognizing and adapting to changes as it does so. This goal is only possible if many different subsystems in the hBCI can work together. Since one research institute alone cannot provide such different functionality, collaboration between institutes is necessary. To allow for such a collaboration, a new concept and common software framework is introduced. It consists of four interfaces connecting the classical BCI modules: signal acquisition, preprocessing, feature extraction, classification, and the application. But it provides also the concept of fusion and shared control. In a proof of concept, the functionality of the proposed system was demonstrated. Frontiers Research Foundation 2011-11-24 /pmc/articles/PMC3223392/ /pubmed/22131973 http://dx.doi.org/10.3389/fninf.2011.00030 Text en Copyright © 2011 Müller-Putz, Breitwieser, Cincotti, Leeb, Schreuder, Leotta, Tavella, Bianchi, Kreilinger, Ramsay, Rohm, Sagebaum, Tonin, Neuper and Millán. http://www.frontiersin.org/licenseagreement This is an open-access article subject to a non-exclusive license between the authors and Frontiers Media SA, which permits use, distribution and reproduction in other forums, provided the original authors and source are credited and other Frontiers conditions are complied with. |
spellingShingle | Neuroinformatics Müller-Putz, Gernot R. Breitwieser, Christian Cincotti, Febo Leeb, Robert Schreuder, Martijn Leotta, Francesco Tavella, Michele Bianchi, Luigi Kreilinger, Alex Ramsay, Andrew Rohm, Martin Sagebaum, Max Tonin, Luca Neuper, Christa Millán, José del. R. Tools for Brain-Computer Interaction: A General Concept for a Hybrid BCI |
title | Tools for Brain-Computer Interaction: A General Concept for a Hybrid BCI |
title_full | Tools for Brain-Computer Interaction: A General Concept for a Hybrid BCI |
title_fullStr | Tools for Brain-Computer Interaction: A General Concept for a Hybrid BCI |
title_full_unstemmed | Tools for Brain-Computer Interaction: A General Concept for a Hybrid BCI |
title_short | Tools for Brain-Computer Interaction: A General Concept for a Hybrid BCI |
title_sort | tools for brain-computer interaction: a general concept for a hybrid bci |
topic | Neuroinformatics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3223392/ https://www.ncbi.nlm.nih.gov/pubmed/22131973 http://dx.doi.org/10.3389/fninf.2011.00030 |
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