• DocumentCode
    2933108
  • Title

    Time-variant analysis of linear and non-linear phase couplings of and between frequency components of EEG burst patterns in full-term newborns

  • Author

    Wacker, Matthias ; Putsche, Peter ; Witte, Herbert

  • Author_Institution
    Bernstein Group for Comput. Neurosci. Jena, Friedrich Schiller Univ. Jena, Jena, Germany
  • fYear
    2010
  • fDate
    Aug. 31 2010-Sept. 4 2010
  • Firstpage
    1706
  • Lastpage
    1709
  • Abstract
    Time-variant (tv) phase-locking and synchronization characteristics of and between low-frequency (≤1.5 Hz) and high-frequency EEG oscillations (≥3.5 Hz) of the tracé alternant (TA) pattern in full-term newborns have been quantified to explore the origin of quadratic phase coupling (QPC, as non-linear phase coupling measure) between the frequency ranges 1 - 1.5 Hz ⇔ 3.5 - 4.5 Hz, which characterize the specific interactions of oscillations during the TA´s burst activity. Using the Gabor transformation two measures of linear phase coupling, the phase-locking index (PLI) and the n:m phase synchronization index (PSI) have been determined. Phase-locking within the frequency ranges 1 -1.5 Hz and 3.5 - 4.5 Hz, and synchronization between both frequency ranges exists. These phase characteristics are significant 2 sec after burst onset and are associated with the maximum-values of the QPC(1 - 1.5 Hz ⇔ 3.5 - 4.5 Hz) which demonstrates that a specific neuronal coordination between the dynamics of phases and of amplitude-frequency dependencies must be underlying.
  • Keywords
    Gabor filters; electroencephalography; medical signal processing; paediatrics; synchronisation; transforms; EEG burst pattern components; Gabor transformation; frequency 1 Hz to 1.5 Hz; frequency 3.5 Hz to 4.5 Hz; full term newborns; high frequency EEG oscillations; low frequency EEG oscillations; nonlinear phase coupling measure; phase locking characteristics; phase locking index; phase synchronization index; quadratic phase coupling; synchronization characteristics; time variant analysis; time variant characteristics; trace alternant pattern; Couplings; Electroencephalography; Frequency modulation; Oscillators; Pediatrics; Synchronization; Time frequency analysis; Action Potentials; Biological Clocks; Brain; Computer Simulation; Electroencephalography; Female; Humans; Infant, Newborn; Linear Models; Male; Models, Neurological; Nerve Net; Nonlinear Dynamics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
  • Conference_Location
    Buenos Aires
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4123-5
  • Type

    conf

  • DOI
    10.1109/IEMBS.2010.5626845
  • Filename
    5626845