Spatial filtering and neocortical dynamics: Estimates of EEG coherence

被引:232
作者
Srinivasan, R
Nunez, PL
Silberstein, RB
机构
[1] Univ Oregon, Dept Psychol, Inst Cognit & Decis Sci, Eugene, OR 97403 USA
[2] Tulane Univ, Dept Biomed Engn, Brain Phys Grp, New Orleans, LA 70118 USA
[3] Swinburne Univ Technol, Brain Sci Inst, Melbourne, Vic 3122, Australia
关键词
coherence; Laplacian; neocortical dynamics;
D O I
10.1109/10.686789
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
The spatial statistics of scalp electroencephalogram (EEG) are usually presented as coherence in individual frequency bands. These coherences result both from correlations among neocortical sources and volume conduction through the tissues of the head. The scalp EEC is spatially low-pass filtered by the poorly conducting skull, introducing artificial correlation between the electrodes. A four concentric spheres (brain, CSF, skull, and scalp) model of the head and stochastic field theory are used here to derive an analytic estimate of the coherence at scalp electrodes due to volume conduction of uncorrelated source activity, predicting that electrodes within 10-12 cm can appear correlated. The surface Laplacian estimate of cortical surface potentials spatially bandpass filters the scalp potentials reducing this artificial coherence due to volume conduction, Examination of EEG data confirms that the coherence estimates from raw scalp potentials and Laplacians are sensitive to different spatial bandwidths and should be used in parallel in studies of neocortical dynamic function.
引用
收藏
页码:814 / 826
页数:13
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