• DocumentCode
    149459
  • Title

    Cochlear implant artifact rejection in electrically evoked auditory steady state responses

  • Author

    Deprez, Hanne ; Hofmann, Martin ; van Wieringen, Astrid ; Wouters, Jan ; Moonen, Marc

  • Author_Institution
    Dept. of Electr. Eng. (ESAT), KU Leuven, Leuven, Belgium
  • fYear
    2014
  • fDate
    1-5 Sept. 2014
  • Firstpage
    1995
  • Lastpage
    1999
  • Abstract
    Electrically evoked auditory steady state responses (EASSRs) are EEG signals measured in response to periodic or modulated pulse trains presented through a cochlear implant (CI). EASSRs are studied for the objective fitting of CIs in infants, as electrophysiological thresholds determined with EASSRs correlate well with behavioural thresholds. Currently available techniques to remove CI artifacts from such measurements are only able to deal with artifacts for low-rate pulse trains or modulated pulse trains presented in bipolar mode, which are not used in main clinical practice. In this paper, an automatic EASSR CI artifact rejection technique based on independent component analysis (ICA) is presented that is suitable for clinical parameters. Artifactual independent components are selected based on the spectral amplitude of the pulse rate. Electrophysiological thresholds determined based on ICA compensated signals are equal to those detected using blanked signals, but measurements at only one modulation frequency are required.
  • Keywords
    auditory evoked potentials; bioelectric phenomena; cochlear implants; electroencephalography; independent component analysis; EASSR; EEG signals; ICA; artifactual independent components; behavioural thresholds; bipolar mode; blanked signals; clinical practice; cochlear implant artifact rejection; compensated signals; electrically evoked auditory steady state responses; electrophysiological thresholds; independent component analysis; infants; low-rate pulse trains; modulated pulse trains; modulation frequency; objective fitting; periodic pulse trains; spectral amplitude; Blanking; Cochlear implants; Delays; Electrodes; Frequency modulation; Steady-state; CI artifact; EASSR; ICA; automatic; objective;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Conference (EUSIPCO), 2014 Proceedings of the 22nd European
  • Conference_Location
    Lisbon
  • Type

    conf

  • Filename
    6952739