Ding Nai, Simon Jonathan Z
Department of Electrical and Computer Engineering, University of Maryland, College Park, MD 20742, USA.
J Comput Neurosci. 2013 Apr;34(2):337-43. doi: 10.1007/s10827-012-0424-6. Epub 2012 Sep 25.
Natural sensory inputs, such as speech and music, are often rhythmic. Recent studies have consistently demonstrated that these rhythmic stimuli cause the phase of oscillatory, i.e. rhythmic, neural activity, recorded as local field potential (LFP), electroencephalography (EEG) or magnetoencephalography (MEG), to synchronize with the stimulus. This phase synchronization, when not accompanied by any increase of response power, has been hypothesized to be the result of phase resetting of ongoing, spontaneous, neural oscillations measurable by LFP, EEG, or MEG. In this article, however, we argue that this same phenomenon can be easily explained without any phase resetting, and where the stimulus-synchronized activity is generated independently of background neural oscillations. It is demonstrated with a simple (but general) stochastic model that, purely due to statistical properties, phase synchronization, as measured by 'inter-trial phase coherence', is much more sensitive to stimulus-synchronized neural activity than is power. These results question the usefulness of analyzing the power and phase of stimulus-synchronized activity as separate and complementary measures; particularly in the case of attempting to demonstrate whether stimulus-synchronized neural activity is generated by phase resetting of ongoing neural oscillations.
自然感官输入,如语音和音乐,通常具有节奏性。最近的研究一致表明,这些节奏性刺激会使以局部场电位(LFP)、脑电图(EEG)或脑磁图(MEG)记录的振荡性(即节奏性)神经活动的相位与刺激同步。当这种相位同步不伴随着任何反应功率增加时,有人推测这是由LFP、EEG或MEG可测量的正在进行的自发神经振荡的相位重置导致的。然而,在本文中,我们认为这种相同的现象无需任何相位重置就能轻松解释,并且刺激同步活动是独立于背景神经振荡产生的。通过一个简单(但通用)的随机模型表明,纯粹由于统计特性,用“试验间相位相干性”测量的相位同步对刺激同步神经活动的敏感度远高于功率。这些结果质疑了将刺激同步活动的功率和相位作为单独且互补的测量方法的有用性;特别是在试图证明刺激同步神经活动是否由正在进行的神经振荡的相位重置产生的情况下。