• DocumentCode
    1622548
  • Title

    On-line Detection of Perceptual Signatures in Multichannel ECoG

  • Author

    Gunduz, Aysegul ; Principe, Jose C. ; Freeman, Walter J.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Florida Univ., Gainesville, FL
  • fYear
    2005
  • fDate
    6/27/1905 12:00:00 AM
  • Firstpage
    3683
  • Lastpage
    3686
  • Abstract
    Neocortical ECoG studies have unveiled the presence of active states spatial patterns of amplitude modulation- in the beta-gamma ranges in the presence of conditioned stimuli that resemble cinematographic frames. These sequences of active frames emerge with abrupt phase resettings, followed by resynchronization and stabilization over channels, and magnified intensity. An online pattern recognizer that captures the spatial and spectral characteristics of the active frames is presented. The results of detection are confirmed via high occurrences of pragmatic information, defined by the ratio of pattern intensity to pattern stability
  • Keywords
    bioelectric potentials; brain; medical signal detection; medical signal processing; neurophysiology; pattern recognition; synchronisation; active states; amplitude modulation; beta-gamma ranges; multichannel ECoG; neocortical ECoG; on-line perceptual signature detection; online pattern recognizer; pattern intensity; pattern stability; phase resettings; pragmatic information; resynchronization; Amplitude estimation; Distortion; Finite impulse response filter; Frequency; Gamma ray detection; Gamma ray detectors; Narrowband; Pattern analysis; Pattern recognition; Phase detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 2005. IEEE-EMBS 2005. 27th Annual International Conference of the
  • Conference_Location
    Shanghai
  • Print_ISBN
    0-7803-8741-4
  • Type

    conf

  • DOI
    10.1109/IEMBS.2005.1617281
  • Filename
    1617281