Brain Computer Interface Enhancement by Independent Component Analysis
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985807%3A_____%2F13%3A00368470" target="_blank" >RIV/67985807:_____/13:00368470 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-642-31603-6_5" target="_blank" >http://dx.doi.org/10.1007/978-3-642-31603-6_5</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-642-31603-6_5" target="_blank" >10.1007/978-3-642-31603-6_5</a>
Alternative languages
Result language
angličtina
Original language name
Brain Computer Interface Enhancement by Independent Component Analysis
Original language description
Brain-Computer Interface is aimed as a direct communication pathway between human or animal brain and an external device. A reliable, accurate and fast identification of a being?s intention based on EEG signal scanning is crucial part of the system. To improve the classification accuracy we propose to use Independent Component Analysis for mi-rhythm identification in data corresponding to motor imagery task performance during Brain-Computer Interface training and operation. We show that independent components corresponding to the mi-rhythm allow for higher classification accuracy comparing to raw EEG recordings usage.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
Z - Vyzkumny zamer (s odkazem do CEZ)
Others
Publication year
2013
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of the Third International Conference on Intelligent Human Computer Interaction IHCI 2011
ISBN
978-3-642-31602-9
ISSN
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e-ISSN
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Number of pages
10
Pages from-to
51-60
Publisher name
Springer
Place of publication
Heidelberg
Event location
Prague
Event date
Aug 29, 2011
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000312116400005