Automatic Removal of Sparse Artifacts in Electroencephalogram

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985556%3A_____%2F11%3A00356355" target="_blank" >RIV/67985556:_____/11:00356355 - isvavai.cz</a>
Alternative codes found
RIV/68407700:21340/11:00181031 RIV/68407700:21460/11:00181031
Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Automatic Removal of Sparse Artifacts in Electroencephalogram
Original language description
In this paper we propose a method to identify and remove artifacts, that have a relatively short duration, from complex EEG data. The method is based on the application of an ICA algorithm to three non-overlapping partitions of a given data, selection ofsparse independent components, removal of the component, and the combination of three resultant signal reconstructions in one final reconstruction. The method can be further enhanced by applying wavelet de-noising of the separated artifact components.
Czech name
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Czech description
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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)

Publication year
2011
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of the Third International Conference on Bio-Inspired Systems and Signal Processing, Biosignals 2011
ISBN
978-989-8425-35-5
ISSN
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e-ISSN
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Number of pages
6
Pages from-to
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Publisher name
SciTePress
Place of publication
Lisabon
Event location
Rome
Event date
Feb 26, 2011
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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