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清醒人类头皮脑电图和肌电图的空间频谱。

Spatial spectra of scalp EEG and EMG from awake humans.

作者信息

Freeman Walter J, Holmes Mark D, Burke Brian C, Vanhatalo Sampsa

机构信息

Division of Neurobiology, Department of Molecular & Cell Biology, University of California, LSA 142, MC 3200, Berkeley, CA 94720, USA.

出版信息

Clin Neurophysiol. 2003 Jun;114(6):1053-68. doi: 10.1016/s1388-2457(03)00045-2.

Abstract

OBJECTIVE

Evaluate spectral scaling properties of scalp electroencephalogram (EEG) and electromyogram (EMG), optimal spacing of electrodes, and strategies for mitigating EMG.

METHODS

EEG was recorded referentially from 9 subjects with a 64 channel linear array (electrodes 3mm apart) placed parasagittally or transversely on forehead or occiput, at rest with eyes open or closed, or with deliberate EMG. Temporal (PSD(t)) and spatial (PSD(x)) power spectral densities were calculated with one-dimensional fast Fourier transform (FFT) for comparison with earlier analyses of intracranial EEG.

RESULTS

Scaling of PSD(t) from scalp resembled that from pia: near-linear decrease in log power with increasing log frequency (1/f(alpha)). Scalp PSD(x) decreased non-linearly and more rapidly than PSD(x) from pia. Peaks in PSD(t) (especially 4-12Hz) and PSD(x) (especially 0.1-0.4 cycles/cm) revealed departures from 1/f(alpha). EMG power in PSD(t) was more "white" than 1/f(alpha).

CONCLUSIONS

Smearing by dura-skull-scalp distorts PSD(x) more than PSD(t) of scalp EEG from 1/f(alpha) scaling at the pia. Spatial spectral peaks suggest that optimal scalp electrode spacing might be approximately 1cm to capture non-local EEG components having the texture of gyri. Mitigation of EMG by filtering is unsatisfactory. A criterion for measuring EMG may support biofeedback for training subjects to reduce their EMG.

SIGNIFICANCE

High-density recording and log-log spectral display of EEG provide a foundation for holist studies of global human brain function, as an alternative to network approaches that decompose EEG into localized, modular signals for correlation and coherence.

摘要

目的

评估头皮脑电图(EEG)和肌电图(EMG)的频谱缩放特性、电极的最佳间距以及减轻EMG的策略。

方法

对9名受试者进行EEG记录,采用64通道线性阵列(电极间距3mm),矢状旁或横向放置在前额或枕部,受试者处于睁眼或闭眼休息状态,或伴有故意产生的EMG。使用一维快速傅里叶变换(FFT)计算时间(PSD(t))和空间(PSD(x))功率谱密度,以便与早期颅内EEG分析进行比较。

结果

头皮PSD(t)的缩放与软脑膜的相似:随着对数频率增加(1/f(α)),对数功率呈近似线性下降。头皮PSD(x)呈非线性下降,且比软脑膜的PSD(x)下降更快。PSD(t)(尤其是4 - 12Hz)和PSD(x)(尤其是0.1 - 0.4周期/cm)中的峰值显示偏离1/f(α)。PSD(t)中的EMG功率比1/f(α)更“白”。

结论

硬脑膜 - 颅骨 - 头皮的模糊效应使头皮EEG的PSD(x)比软脑膜处1/f(α)缩放的PSD(t)失真更严重。空间频谱峰值表明,最佳头皮电极间距可能约为1cm,以捕获具有脑回纹理的非局部EEG成分。通过滤波减轻EMG的效果不理想。测量EMG的标准可能有助于生物反馈训练受试者减少EMG。

意义

EEG的高密度记录和对数 - 对数频谱显示为整体研究人类全脑功能提供了基础,作为将EEG分解为局部模块化信号以进行相关性和相干性分析的网络方法的替代方案。

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