Kucyi Aaron, Tambini Arielle, Sadaghiani Sepideh, Keilholz Shella, Cohen Jessica R
Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA.
Department of Psychology, and Helen Wills Neuroscience Institute, University of California, Berkeley, CA, USA.
Netw Neurosci. 2018 Oct 1;2(4):397-417. doi: 10.1162/netn_a_00037. eCollection 2018.
In cognitive neuroscience, focus is commonly placed on associating brain function with changes in objectively measured external stimuli or with actively generated cognitive processes. In everyday life, however, many forms of cognitive processes are initiated spontaneously, without an individual's active effort and without explicit manipulation of behavioral state. Recently, there has been increased emphasis, especially in functional neuroimaging research, on spontaneous correlated activity among spatially segregated brain regions (intrinsic functional connectivity) and, more specifically, on intraindividual fluctuations of such correlated activity on various time scales (time-varying functional connectivity). In this Perspective, we propose that certain subtypes of spontaneous cognitive processes are detectable in time-varying functional connectivity measurements. We define these subtypes of spontaneous cognitive processes and review evidence of their representations in time-varying functional connectivity from studies of attentional fluctuations, memory reactivation, and effects of baseline states on subsequent perception. Moreover, we describe how these studies are critical to validating the use of neuroimaging tools (e.g., fMRI) for assessing ongoing brain network dynamics. We conclude that continued investigation of the behavioral relevance of time-varying functional connectivity will be beneficial both in the development of comprehensive neural models of cognition, and in informing on best practices for studying brain network dynamics.
在认知神经科学中,研究重点通常是将大脑功能与客观测量的外部刺激变化或主动产生的认知过程联系起来。然而,在日常生活中,许多认知过程的形式是自发启动的,无需个体的主动努力,也无需对行为状态进行明确操控。最近,尤其是在功能神经成像研究中,人们越来越强调空间上分离的脑区之间的自发相关活动(内在功能连接),更具体地说,是强调这种相关活动在各种时间尺度上的个体内波动(时变功能连接)。在这篇观点文章中,我们提出某些自发认知过程的亚型可以在时变功能连接测量中被检测到。我们定义了这些自发认知过程的亚型,并回顾了从注意力波动、记忆再激活以及基线状态对后续感知的影响等研究中得到的关于它们在时变功能连接中的表现的证据。此外,我们描述了这些研究对于验证使用神经成像工具(如功能磁共振成像)来评估正在进行的脑网络动态有多么关键。我们得出结论,持续研究时变功能连接的行为相关性,对于构建全面的认知神经模型以及为研究脑网络动态的最佳实践提供信息都将是有益的。