Spatial spectral analysis of human electrocorticograms including the alpha and gamma bands

被引:217
作者
Freeman, WJ [1 ]
Rogers, LJ
Holmes, MD
Silbergeld, DL
机构
[1] Univ Calif Berkeley, Dept Mol & Cell Biol LSA 129, Berkeley, CA 94720 USA
[2] Univ Washington, Sch Med, Dept Neurol, Seattle, WA 98104 USA
[3] Univ Washington, Sch Med, Dept Neurol Surg, Seattle, WA 98195 USA
关键词
alpha band; array recording; ECoG; electrocorticogram; gamma band; spatial frequency sampling; spatial spectral analysis;
D O I
10.1016/S0165-0270(99)00160-0
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Spatial spectral analysis is essential for deriving spatial patterns from simultaneous recordings of electrocorticograms (ECoG), in order to determine the optimal interval between electrodes in arrays, and to design spatial filters, particularly for extraction of information about the dynamics of human gamma activity. ECoG were recorded from up to 64 electrodes 0.5 mm apart in a linear array 3.2 cm long, which was placed on the exposed superior temporal gyrus or motor cortex of volunteers undergoing diagnostic surgery. Visual displays of multiple traces revealed broad spectrum oscillations in episodic bursts having a common aperiodic wave form with recurring patterns of spatial amplitude modulation (AM patterns) on selected portions of the array. The one-dimensional spatial spectrum of the human ECoG was calculated at successive time samples and averaged over periods of up to 20 s. Log power decreased monotonically with increasing log spatial frequency in cycles/mm (c/mm) to the noise level similar to 2 log units below maximal power at minimal frequency (0.039 +/- 0.002 c/mm). The inflection point at 0.40 +/- 0.05 c/mm specified an optimal value for a low pass spatial filter to remove noise, and an optimal interelectrode spacing of 1.25 mm to avoid undersampling and aliasing. An 8 x 8 array with that spacing would be 10 x 10 mm. (C) 2000 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:111 / 121
页数:11
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