• DocumentCode
    3685202
  • Title

    Application of higher-order spectral analysis to local field potentials recorded in patients treated with deep brain stimulation

  • Author

    Sara Marceglia;Anna Maria Bianchi;Guglielmo Foffani;Alberto Priori;Sergio Cerutti

  • Author_Institution
    Dipartimento di Ingegneria e Architettura, Università
  • fYear
    2015
  • Firstpage
    5549
  • Lastpage
    5552
  • Abstract
    Local field potentials (LFPs) recorded from implanted deep brain electrodes demonstrated the oscillatory nature of human basal ganglia. LFP rhythms were mainly characterized by means od power spectral analysis, thus loosing information related to rhythm phase synchronization and to event related phase modulations. Because the application of higher-order spectral analysis methodology can overcome such limitation, here we review the present applications of bispectral and cross-bispectral analysis to LFP recordings. The results obtained up to now showed that higher-order spectral analysis was able to clarify detect different rhythm synchronizations and interactions characterizing different pathologies and patient´s states.
  • Keywords
    "Oscillators","Synchronization","Diseases","Spectral analysis","Heart beat","Basal ganglia","Electrodes"
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE
  • ISSN
    1094-687X
  • Electronic_ISBN
    1558-4615
  • Type

    conf

  • DOI
    10.1109/EMBC.2015.7319649
  • Filename
    7319649