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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 of sparse 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.
  • 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 of sparse 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. (en)
Title
  • Automatic Removal of Sparse Artifacts in Electroencephalogram
  • Automatic Removal of Sparse Artifacts in Electroencephalogram (en)
skos:prefLabel
  • Automatic Removal of Sparse Artifacts in Electroencephalogram
  • Automatic Removal of Sparse Artifacts in Electroencephalogram (en)
skos:notation
  • RIV/68407700:21340/11:00181031!RIV12-MSM-21340___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(1M0572), P(GA102/09/1278), Z(AV0Z10750506), Z(MSM6840770012)
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 187587
http://linked.open...ai/riv/idVysledku
  • RIV/68407700:21340/11:00181031
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • artifact removal; electroencephalogram; independent component analysis; second-order blind identification (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [130BA73F079F]
http://linked.open...v/mistoKonaniAkce
  • Rome
http://linked.open...i/riv/mistoVydani
  • Madeira
http://linked.open...i/riv/nazevZdroje
  • Proceedings of the International Conference on Bio-inspired Systems and Signal Processing - BIOSIGNALS 2011
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Krajča, Vladimír
  • Tichavský, Petr
  • Zima, Miroslav
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
http://linked.open...n/vavai/riv/zamer
number of pages
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  • SciTePress
https://schema.org/isbn
  • 978-989-8425-35-5
http://localhost/t...ganizacniJednotka
  • 21340
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