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
Link To Document :
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