2008, English, Article edition: Blind Source Separation Approaches to Remove Imaging Artefacts in EEG Signals Recorded Simultaneously with fMRI Rivet, Bertrand; Flandin, Guillaume; Souloumiac, Antoine; ...

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Bookmark: http://trove.nla.gov.au/version/206503
Physical Description
  • text
Published
  • HAL - CCSD
  • 2008
Language
  • English

Edition details

Title
  • Blind Source Separation Approaches to Remove Imaging Artefacts in EEG Signals Recorded Simultaneously with fMRI
Author
  • Rivet, Bertrand
  • Flandin, Guillaume
  • Souloumiac, Antoine
  • Poline, Jean-Baptiste
Published
  • HAL - CCSD
  • 2008
Physical Description
  • text
Subjects
Notes
  • Using jointly functional magnetic resonance imaging (fMRI) and electroencephalography (EEG) is a growing field in human brain mapping. However, EEG signals are contaminated during acquisition by imaging artefacts which are stronger by several orders of magnitude than the brain activity. In this paper1, we propose three methods to remove the imaging artefacts based on the temporal and/​or the spatial structures of these specific artefacts. Moreover, we propose a new objective criterion to measure the performance of the proposed algorithm on real data. Finally, we show the efficiency of the proposed methods applied to a real dataset.
  • HAL:hal-00315814, version 1
  • HAL:http:/​/​hal.archives-ouvertes.fr/​hal-00315814/​en/​
Language
  • English
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