A survey of signal processing algorithms in brain-computer interfaces based on electrical brain signals
Brain-computer interfaces (BCIs) aim at providing a non-muscular channel for sending commands to the external world using the electroencephalographic activity or other electrophysiological measures of the brain function. An essential factor in the successful operation of BCI systems is the methods u...
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| Vydané v: | Journal of neural engineering Ročník 4; číslo 2; s. R32 |
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| Hlavní autori: | , , , |
| Médium: | Journal Article |
| Jazyk: | English |
| Vydavateľské údaje: |
England
01.06.2007
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| Predmet: | |
| ISSN: | 1741-2560 |
| On-line prístup: | Zistit podrobnosti o prístupe |
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| Abstract | Brain-computer interfaces (BCIs) aim at providing a non-muscular channel for sending commands to the external world using the electroencephalographic activity or other electrophysiological measures of the brain function. An essential factor in the successful operation of BCI systems is the methods used to process the brain signals. In the BCI literature, however, there is no comprehensive review of the signal processing techniques used. This work presents the first such comprehensive survey of all BCI designs using electrical signal recordings published prior to January 2006. Detailed results from this survey are presented and discussed. The following key research questions are addressed: (1) what are the key signal processing components of a BCI, (2) what signal processing algorithms have been used in BCIs and (3) which signal processing techniques have received more attention? |
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| AbstractList | Brain-computer interfaces (BCIs) aim at providing a non-muscular channel for sending commands to the external world using the electroencephalographic activity or other electrophysiological measures of the brain function. An essential factor in the successful operation of BCI systems is the methods used to process the brain signals. In the BCI literature, however, there is no comprehensive review of the signal processing techniques used. This work presents the first such comprehensive survey of all BCI designs using electrical signal recordings published prior to January 2006. Detailed results from this survey are presented and discussed. The following key research questions are addressed: (1) what are the key signal processing components of a BCI, (2) what signal processing algorithms have been used in BCIs and (3) which signal processing techniques have received more attention?Brain-computer interfaces (BCIs) aim at providing a non-muscular channel for sending commands to the external world using the electroencephalographic activity or other electrophysiological measures of the brain function. An essential factor in the successful operation of BCI systems is the methods used to process the brain signals. In the BCI literature, however, there is no comprehensive review of the signal processing techniques used. This work presents the first such comprehensive survey of all BCI designs using electrical signal recordings published prior to January 2006. Detailed results from this survey are presented and discussed. The following key research questions are addressed: (1) what are the key signal processing components of a BCI, (2) what signal processing algorithms have been used in BCIs and (3) which signal processing techniques have received more attention? Brain-computer interfaces (BCIs) aim at providing a non-muscular channel for sending commands to the external world using the electroencephalographic activity or other electrophysiological measures of the brain function. An essential factor in the successful operation of BCI systems is the methods used to process the brain signals. In the BCI literature, however, there is no comprehensive review of the signal processing techniques used. This work presents the first such comprehensive survey of all BCI designs using electrical signal recordings published prior to January 2006. Detailed results from this survey are presented and discussed. The following key research questions are addressed: (1) what are the key signal processing components of a BCI, (2) what signal processing algorithms have been used in BCIs and (3) which signal processing techniques have received more attention? |
| Author | Ward, Rabab K Fatourechi, Mehrdad Birch, Gary E Bashashati, Ali |
| Author_xml | – sequence: 1 givenname: Ali surname: Bashashati fullname: Bashashati, Ali email: alibs@ece.ubc.ac organization: Department of Electrical and Computer Engineering, The University of British Columbia, 2356 Main Mall, Vancouver, V6T 1Z4, Canada. alibs@ece.ubc.ac – sequence: 2 givenname: Mehrdad surname: Fatourechi fullname: Fatourechi, Mehrdad – sequence: 3 givenname: Rabab K surname: Ward fullname: Ward, Rabab K – sequence: 4 givenname: Gary E surname: Birch fullname: Birch, Gary E |
| BackLink | https://www.ncbi.nlm.nih.gov/pubmed/17409474$$D View this record in MEDLINE/PubMed |
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| PublicationTitle | Journal of neural engineering |
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| Snippet | Brain-computer interfaces (BCIs) aim at providing a non-muscular channel for sending commands to the external world using the electroencephalographic activity... |
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| SubjectTerms | Algorithms Artificial Intelligence Brain - physiology Communication Aids for Disabled Electroencephalography - methods Evoked Potentials - physiology Pattern Recognition, Automated - methods Signal Processing, Computer-Assisted User-Computer Interface |
| Title | A survey of signal processing algorithms in brain-computer interfaces based on electrical brain signals |
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