Determination of information flow direction among brain structures by a modified directed transfer function (dDTF) method

被引：290
作者：
Korzeniewska, A
Manczak, M
Kaminski, M
Blinowska, KJ
Kasicki, S
机构：
[1] Polish Acad Sci, M Nencki Inst Expt Biol, Dept Neurophysiol, PL-02093 Warsaw, Poland
[2] Warsaw Univ, Lab Med Phys, PL-00691 Warsaw, Poland
来源：
JOURNAL OF NEUROSCIENCE METHODS | 2003年 / 125卷 / 1-2期
关键词：
direct information flow; directed transfer function method (DTF); multichannel autoregressive model; EEG propagation; causal relations between structures; brain rhythms;
D O I：
10.1016/S0165-0270(03)00052-9
中图分类号：
Q5 [生物化学];
学科分类号：
071010 ; 081704 ;
摘要：
A modification of directed transfer function-direct DTF-is proposed for the analysis of direct information transfer among brain structures on the basis of local field potentials (LFP). Comparison of results obtained by the analysis of simulated and experimental data with a new dDTF and DTF method is shown. A new measure to estimate direct causal relations between signals is defined. The present results demonstrate the effectiveness of the new dDTF method and indicate that the dDTF method can be used to obtain the reliable patterns of connections between various brain structures. (C) 2003 Elsevier Science B.V. All rights reserved.
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收藏
页码：195 / 207
页数：13
相关论文
共 17 条
[1]   NEW LOOK AT STATISTICAL-MODEL IDENTIFICATION [J].
AKAIKE, H .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1974, AC19 (06) :716-723
[2]   Partial directed coherence:: a new concept in neural structure determination [J].
Baccalá, LA ;
Sameshima, K .
BIOLOGICAL CYBERNETICS, 2001, 84 (06) :463-474
[3]  
BLINOWSKA KJ, 1989, SPRINGER SERIES BRAI, V2, P192
[4]  
da Silva FL, 1992, INDUCED RHYTHMS BRAI, P83, DOI DOI 10.1007/978-1-4757-1281-0_4
[5]   Application of the directed transfer function method to mesial and lateral onset temporal lobe seizures [J].
Franaszczuk, PJ ;
Bergey, GK .
BRAIN TOPOGRAPHY, 1998, 11 (01) :13-21
[6]   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
[7]   INVESTIGATING CAUSAL RELATIONS BY ECONOMETRIC MODELS AND CROSS-SPECTRAL METHODS [J].
GRANGER, CWJ .
ECONOMETRICA, 1969, 37 (03) :424-438
[8]   INTER-SITE EEG RELATIONSHIPS BEFORE WIDESPREAD EPILEPTIFORM DISCHARGES [J].
INOUYE, T ;
IYAMA, A ;
SHINOSAKI, K ;
TOI, S ;
MATSUMOTO, Y .
INTERNATIONAL JOURNAL OF NEUROSCIENCE, 1995, 82 (1-2) :143-153
[9]   Evaluating causal relations in neural systems: Granger causality, directed transfer function and statistical assessment of significance [J].
Kaminski, M ;
Ding, MZ ;
Truccolo, WA ;
Bressler, SL .
BIOLOGICAL CYBERNETICS, 2001, 85 (02) :145-157
[10]  
KAMINSKI M, 1995, ACTA NEUROBIOL EXP, V55, P213, DOI 10.55782/ane-1995-1078
12