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Description
  • The event-related potentials (ERPs) obtained by stimulation are much weaker than the continuous electroencephalographic(EEG) signal. Therefore, the correct signal analysis is vital to detect the stimulation-driven signal components. This paper proposes the combination of matching pursuit for feature extraction and ART 2 neural network for clustering. Then, clusters are filtered and interpreted according to their statistical properties as ERP components or noise. The suggested method can be used to filter the EEG/ERP signal. Furthermore, its results lead to a method that improves averaging when compared to traditional approaches.
  • The event-related potentials (ERPs) obtained by stimulation are much weaker than the continuous electroencephalographic(EEG) signal. Therefore, the correct signal analysis is vital to detect the stimulation-driven signal components. This paper proposes the combination of matching pursuit for feature extraction and ART 2 neural network for clustering. Then, clusters are filtered and interpreted according to their statistical properties as ERP components or noise. The suggested method can be used to filter the EEG/ERP signal. Furthermore, its results lead to a method that improves averaging when compared to traditional approaches. (en)
Title
  • The Event-Related Potential Data Processing Using ART 2 Network
  • The Event-Related Potential Data Processing Using ART 2 Network (en)
skos:prefLabel
  • The Event-Related Potential Data Processing Using ART 2 Network
  • The Event-Related Potential Data Processing Using ART 2 Network (en)
skos:notation
  • RIV/49777513:23520/12:43916201!RIV13-MSM-23520___
http://linked.open...avai/predkladatel
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  • S
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
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http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 135248
http://linked.open...ai/riv/idVysledku
  • RIV/49777513:23520/12:43916201
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • EEG, ERP, P300, ART 2 network, matching pursuit (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [9316B9A5F628]
http://linked.open...v/mistoKonaniAkce
  • Chongqing Čína
http://linked.open...i/riv/mistoVydani
  • Los Alamitos
http://linked.open...i/riv/nazevZdroje
  • BMEI 2012
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
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  • Mautner, Pavel
  • Vařeka, Lukáš
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
number of pages
http://purl.org/ne...btex#hasPublisher
  • IEEE
https://schema.org/isbn
  • 978-1-4673-1182-3
http://localhost/t...ganizacniJednotka
  • 23520
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