• DocumentCode
    698753
  • Title

    Complexity analysis of functional near-infrared spectroscopy signals

  • Author

    Ciftci, Koray ; Kahya, Yasemin P. ; Sankur, Bulent ; Akyn, Ata

  • Author_Institution
    Inst. of Biomed. Eng., Bogazici Univ., Istanbul, Turkey
  • fYear
    2005
  • fDate
    4-8 Sept. 2005
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    The main hypothesis tested in this study is that cognitive activity causes a change in the complexity of functional near-infrared spectroscopy (fNIRS) signals. We calculated neural complexity (CN) of fNIRS signals obtained during mental arithmetic task and monitored the time course of change in neural complexity. Considerable increases in neural complexity were observed during active periods of the experiment. This result indicates that statistical measures may play important roles in the efforts to detect brain activation by optical methods.
  • Keywords
    brain; cognition; infrared spectroscopy; medical signal processing; neurophysiology; active periods; brain activation; cognitive activity; fNIRS signals; functional near-infrared spectroscopy signals; mental arithmetic task; neural complexity; neural complexity change; optical methods; statistical measures; time course; Complexity theory; Detectors; Electroencephalography; Entropy; Spectroscopy; Time series analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Conference, 2005 13th European
  • Conference_Location
    Antalya
  • Print_ISBN
    978-160-4238-21-1
  • Type

    conf

  • Filename
    7078347