2009, English, Article edition: Iterative Subspace Decomposition for Ocular Artifact Removal from EEG Recordings Gouy-Pailler, Cedric; Sameni, Reza; Congedo, Marco; ...

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Bookmark: http://trove.nla.gov.au/version/206585
Physical Description
  • text
Published
  • HAL - CCSD
  • 2009
Language
  • English

Edition details

Title
  • Iterative Subspace Decomposition for Ocular Artifact Removal from EEG Recordings
Author
  • Gouy-Pailler, Cedric
  • Sameni, Reza
  • Congedo, Marco
  • Jutten, Christian
Published
  • HAL - CCSD
  • 2009
Physical Description
  • text
Subjects
Notes
  • In this study, we present a method to remove ocular artifacts from electroencephalographic (EEG) recordings. This method is based on the detection of the EOG activation periods from a reference EOG channel, definition of covariance matrices containing the nonstationary information of the EOG, and applying generalized eigenvalue decomposition (GEVD) onto these matrices to rank the components in order of resemblance with the EOG. An iterative procedure is further proposed to remove the EOG components in a deflation fashion.
  • HAL:hal-00369922, version 1
  • HAL:http:/​/​hal.archives-ouvertes.fr/​hal-00369922/​en/​
  • DOI:10.1007/​978-3-642-00599-2
Language
  • English
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