• DocumentCode
    104059
  • Title

    Abnormal Dynamics of EEG Oscillations in Schizophrenia Patients on Multiple Time Scales

  • Author

    Junfeng Sun ; Yingying Tang ; Lim, Kelvin O. ; Jijun Wang ; Shanbao Tong ; Hui Li ; Bin He

  • Author_Institution
    Sch. of Biomed. Eng., Shanghai Jiao Tong Univ., Shanghai, China
  • Volume
    61
  • Issue
    6
  • fYear
    2014
  • fDate
    Jun-14
  • Firstpage
    1756
  • Lastpage
    1764
  • Abstract
    Neuronal oscillations reflect the activity of neuronal ensembles engaged in integrative cognition, and may serve as a functional measure for the cognitive impairment in schizophrenia. This study aims to reveal the abnormal amplitude dynamics of electroencephalogram (EEG) oscillations in schizophrenia patients on multiple time scales. EEGs were recorded from schizophrenia patients ( n = 19) and healthy controls ( n = 16) while they were at resting state with eyes closed, at resting state with eyes open, and at watching video. Detrended fluctuation analysis and measures of life-time and waiting-time were used to characterize the abnormal dynamics of EEG oscillations on both long (1-20 s) and short (≤1 s) time scales. Abnormal dynamics of EEG oscillations in alpha and beta bands were observed. In particular, compared with healthy controls, schizophrenia patients have smaller DFA exponent (implying weaker long-range temporal correlation) in the left fronto-temporal area and smaller DFA exponent, smaller life-time (indicating shorter oscillation burst), and smaller waiting-time in the occipital area in beta band at resting state with eyes open. In addition, schizophrenia patients have larger DFA exponent, larger life-time, and larger waiting-time at some clustered channels in the temporo-parietal area in alpha band at watching video. The present results provide new insights for cognitive deficits and the underlying neuronal dysfunction in schizophrenia.
  • Keywords
    cognition; electroencephalography; medical disorders; EEG oscillation; abnormal dynamics; alpha band oscillations; beta band oscillations; cognitive impairment; detrended fluctuation analysis; electroencephalogram; integrative cognition; long range temporal correlation; neuronal ensemble activity; neuronal oscillations; schizophrenia patients; Correlation; Educational institutions; Electroencephalography; Fluctuations; Oscillators; Time series analysis; Detrended fluctuation analysis (DFA); electroencephalogram (EEG); life-time; schizophrenia; waiting-time;
  • fLanguage
    English
  • Journal_Title
    Biomedical Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9294
  • Type

    jour

  • DOI
    10.1109/TBME.2014.2306424
  • Filename
    6740836