BM-Science - Brain and Mind Technologies Research Centre, Espoo, Finland.
Neurosci Res. 2010 Mar;66(3):299-312. doi: 10.1016/j.neures.2009.11.014. Epub 2009 Dec 16.
In the present explorative experimental study, we examined the diversity of electroencephalographic (EEG) short-term spectral patterns (SPs) within a broad frequency band (1.5-30Hz) for healthy adult subjects during closed eyes and open eyes resting conditions. The types of EEG SPs were assessed by counting all identical SPs with peaks in the same frequency bins from the pools of SPs, which were built from all the SPs of the entire EEG signal (all locations) for all subjects separately for closed and open eyes conditions. This study demonstrated that independently of the resting functional state of the brain (closed eyes vs. open eyes) (a) the diversity of short-term EEG SP types was limited, (b) the percent distribution of SP types among different categories of SPs (based on morphology of SPs) was constant and (c) the most preferred frequencies were restricted to delta-theta and alpha bands. At the same time, closed eyes and open eyes conditions differed from each other by the percent distribution of different types of SPs. The probabilities for the occurrence of particular SP types were typical for each of the examined conditions with domination of alpha-rhythmical SPs during closed eyes condition and domination of delta-theta-rhythmical SPs during open eyes condition. The findings suggest that the diversity of SPs varies as a function of functional state of the brain during resting conditions. Understanding of the diversity of short-term EEG SP types is important theoretically and practically, and is significant for advancing the interpretation of the EEG signal.
在本探索性实验研究中,我们检查了健康成年受试者在闭眼和睁眼休息状态下广泛频率带(1.5-30Hz)内的脑电图(EEG)短期频谱模式(SP)的多样性。通过从 SP 池中计算所有具有相同频率-bin 峰值的相同 SP 的数量来评估 EEG SP 的类型,SP 池是从所有受试者的整个 EEG 信号(所有位置)的所有 SP 分别构建的,用于闭眼和睁眼条件。本研究表明,无论大脑的休息功能状态(闭眼与睁眼)如何,(a)短期 EEG SP 类型的多样性是有限的,(b)不同 SP 类别(基于 SP 的形态)中 SP 类型的百分比分布是恒定的,(c)最优选的频率限于 delta-theta 和 alpha 频带。同时,闭眼和睁眼条件之间的差异在于不同类型的 SP 的百分比分布。特定 SP 类型出现的概率对于每种检查条件都是典型的,在闭眼条件下以 alpha 节律性 SP 为主导,在睁眼条件下以 delta-theta 节律性 SP 为主导。研究结果表明,在休息状态下,SP 的多样性随大脑的功能状态而变化。理解短期 EEG SP 类型的多样性在理论和实践上都很重要,对于推进 EEG 信号的解释具有重要意义。