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Description
  • This contribution describes a method for EEG decomposition with the help of independent component analysis (ICA), and classification of movement-related independent components (ICs). The selection of movement-related ICs for EEG classification leads to BCI EEG classification score increasing. We reached classification score increasing by 5-30% depending on subject and movement type by method described here.
  • This contribution describes a method for EEG decomposition with the help of independent component analysis (ICA), and classification of movement-related independent components (ICs). The selection of movement-related ICs for EEG classification leads to BCI EEG classification score increasing. We reached classification score increasing by 5-30% depending on subject and movement type by method described here. (en)
  • Příspěvek popisuje metodu pro dekompozici EEG pomocí analýzy nezávislých komponent (ICA) a klasifikaci pohybových nezávislých komponent (IC). Výběr pouze pohybových IC vede ke zvýšení klasifikačního skóre EEG. S popsanou metodou bylo dsaženo zvýšení klasifikačního skóre od 5 do 30%. (cs)
Title
  • Selection and Classification of EEG Movement-Related Independent Components
  • Selection and Classification of EEG Movement-Related Independent Components (en)
  • Výběr a klasifikace nezávislých komponent pohbyového EEG (cs)
skos:prefLabel
  • Selection and Classification of EEG Movement-Related Independent Components
  • Selection and Classification of EEG Movement-Related Independent Components (en)
  • Výběr a klasifikace nezávislých komponent pohbyového EEG (cs)
skos:notation
  • RIV/68407700:21230/08:03145697!RIV09-MSM-21230___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GD102/03/H085), 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
  • 394160
http://linked.open...ai/riv/idVysledku
  • RIV/68407700:21230/08:03145697
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Brain-Computer Interface (BCI); EEG classification; Independent Component Analysis (ICA); Movement EEG (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [F79A9235AB7F]
http://linked.open...v/mistoKonaniAkce
  • Brno
http://linked.open...i/riv/mistoVydani
  • Brno
http://linked.open...i/riv/nazevZdroje
  • Analysis of Biomedical Signals and Images; Biosignal 2008 proceedings
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
  • Sovka, Pavel
  • Šťastný, Jakub
  • Ručkay, Lukáš
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
http://linked.open...n/vavai/riv/zamer
issn
  • 1211-412X
number of pages
http://purl.org/ne...btex#hasPublisher
  • VUTIUM Press
https://schema.org/isbn
  • 978-80-214-3613-8
http://localhost/t...ganizacniJednotka
  • 21230
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