Tal Idan, Neymotin Samuel, Bickel Stephan, Lakatos Peter, Schroeder Charles E
Department of Psychiatry, Columbia University Medical Center, New York, NY, United States.
Translational Neuroscience Division, Center for Biomedical Imaging and Neuromodulation, Nathan Kline Institute for Psychiatric Research, New York, NY, United States.
Front Comput Neurosci. 2020 Sep 15;14:82. doi: 10.3389/fncom.2020.00082. eCollection 2020.
Even the simplest cognitive processes involve interactions between cortical regions. To study these processes, we usually rely on averaging across several repetitions of a task or across long segments of data to reach a statistically valid conclusion. Neuronal oscillations reflect synchronized excitability fluctuations in ensembles of neurons and can be observed in electrophysiological recordings in the presence or absence of an external stimulus. Oscillatory brain activity has been viewed as sustained increase in power at specific frequency bands. However, this perspective has been challenged in recent years by the notion that oscillations may occur as transient burst-like events that occur in individual trials and may only appear as sustained activity when multiple trials are averaged together. In this review, we examine the idea that oscillatory activity can manifest as a transient burst as well as a sustained increase in power. We discuss the technical challenges involved in the detection and characterization of transient events at the single trial level, the mechanisms that might generate them and the features that can be extracted from these events to study single-trial dynamics of neuronal ensemble activity.
即使是最简单的认知过程也涉及皮质区域之间的相互作用。为了研究这些过程,我们通常依靠对任务的多次重复或长段数据进行平均,以得出具有统计学意义的有效结论。神经元振荡反映了神经元群体中同步的兴奋性波动,并且在有无外部刺激的情况下都可以在电生理记录中观察到。振荡性脑活动一直被视为特定频段功率的持续增加。然而,近年来这种观点受到了挑战,即振荡可能作为单个试验中出现的瞬态爆发样事件而发生,并且只有在将多个试验平均在一起时才可能表现为持续活动。在这篇综述中,我们研究了振荡活动既可以表现为瞬态爆发,也可以表现为功率持续增加的观点。我们讨论了在单个试验水平上检测和表征瞬态事件所涉及的技术挑战、可能产生这些事件的机制以及可以从这些事件中提取以研究神经元群体活动的单次试验动态的特征。