Propagation of EEG activity in the beta and gamma band during movement imagery in humans

被引:39
作者
Ginter, J
Blinowska, KJ [1 ]
Kaminski, M
Durka, PJ
Pfurtscheller, G
Neuper, C
机构
[1] Univ Warsaw, Lab Med Phys, PL-00325 Warsaw, Poland
[2] Tech Univ, Inst Biomed Engn, Dept Med Informat, Graz, Austria
[3] Graz Univ Technol, Inst Biomed Engn, A-8010 Graz, Austria
关键词
short-time Directed Transfer Function (SDTF); motor imagery; beta rhythm; gamma rhythm; EEG activity propagation;
D O I
10.1055/s-0038-1633932
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Objective: The objective of the paper was the determination of electrical brain activity propagation in sensorimotor areas during hand movement imagery. Methods: Right-hand and left-hand movement imagination was studied in three subjects. The 10-channel Multivariate Autoregressive Model (MVAR) was fitted to EEG signals recorded from subsets of electrodes overlying central and related brain areas. By means of the Short-time Directed Transfer Function (SDTF) the propagation of brain activity as a function of frequency and time was found. Results: During imagery the relation between propagations in gamma and beta bands changed significantly for electrodes overlying sensorimotor areas, namely the increase in gamma was accompanied by the decrease in the beta hand. Conclusions: The hypothesis was put forward that these kinds of changes in flow of electrical brain activity are connected with the specific information processing.
引用
收藏
页码:106 / 113
页数:8
相关论文
共 21 条
[1]   NEW LOOK AT STATISTICAL-MODEL IDENTIFICATION [J].
AKAIKE, H .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1974, AC19 (06) :716-723
[2]   THE GAMMA-WAVE - A CORTICAL INFORMATION CARRIER [J].
BRESSLER, SL .
TRENDS IN NEUROSCIENCES, 1990, 13 (05) :161-162
[3]   Functional mapping of human sensorimotor cortex with electrocorticographic spectral analysis - I. Alpha and beta event-related desynchronization [J].
Crone, NE ;
Miglioretti, DL ;
Gordon, B ;
Sieracki, JM ;
Wilson, MT ;
Uematsu, S ;
Lesser, RP .
BRAIN, 1998, 121 :2271-2299
[4]   Functional mapping of human sensorimotor cortex with electrocorticographic spectral analysis - II. Event-related synchronization in the gamma band [J].
Crone, NE ;
Miglioretti, DL ;
Gordon, B ;
Lesser, RP .
BRAIN, 1998, 121 :2301-2315
[5]   MAPPING MOTOR REPRESENTATIONS WITH POSITRON EMISSION TOMOGRAPHY [J].
DECETY, J ;
PERANI, D ;
JEANNEROD, M ;
BETTINARDI, V ;
TADARY, B ;
WOODS, R ;
MAZZIOTTA, JC ;
FAZIO, F .
NATURE, 1994, 371 (6498) :600-602
[6]  
DEFRANCE J, 1988, EEG MENTAL ACTIVITIE, P153
[7]   Short-window spectral analysis of cortical event-related potentials by adaptive multivariate autoregressive modeling: data preprocessing, model validation, and variability assessment [J].
Ding, MZ ;
Bressler, SL ;
Yang, WM ;
Liang, HL .
BIOLOGICAL CYBERNETICS, 2000, 83 (01) :35-45
[8]   THE APPLICATION OF PARAMETRIC MULTICHANNEL SPECTRAL ESTIMATES IN THE STUDY OF ELECTRICAL BRAIN ACTIVITY [J].
FRANASZCZUK, PJ ;
BLINOWSKA, KJ ;
KOWALCZYK, M .
BIOLOGICAL CYBERNETICS, 1985, 51 (04) :239-247
[9]   Phase and amplitude analysis in time-frequency space - application to voluntary finger movement [J].
Ginter, J ;
Blinowska, KJ ;
Kaminski, M ;
Durka, PJ .
JOURNAL OF NEUROSCIENCE METHODS, 2001, 110 (1-2) :113-124
[10]   INVESTIGATING CAUSAL RELATIONS BY ECONOMETRIC MODELS AND CROSS-SPECTRAL METHODS [J].
GRANGER, CWJ .
ECONOMETRICA, 1969, 37 (03) :424-438