Neurosciences Graduate Program,
Learning Institute.
J Neurosci. 2019 Jul 31;39(31):6162-6179. doi: 10.1523/JNEUROSCI.2519-18.2019. Epub 2019 May 24.
Functional magnetic resonance imaging (fMRI) and electroencephalography (EEG) are two noninvasive methods commonly used to study neural mechanisms supporting visual attention in humans. Studies using these tools, which have complementary spatial and temporal resolutions, implicitly assume they index similar underlying neural modulations related to external stimulus and internal attentional manipulations. Accordingly, they are often used interchangeably for constraining understanding about the impact of bottom-up and top-down factors on neural modulations. To test this core assumption, we simultaneously manipulated bottom-up sensory inputs by varying stimulus contrast and top-down cognitive modulations by changing the focus of spatial attention. Each of the male and female subjects participated in both fMRI and EEG sessions performing the same experimental paradigm. We found categorically different patterns of attentional modulation on fMRI activity in early visual cortex and early stimulus-evoked potentials measured via EEG (e.g., the P1 component and steady-state visually-evoked potentials): fMRI activation scaled additively with attention, whereas evoked EEG components scaled multiplicatively with attention. However, across longer time scales, a contralateral negative-going potential and oscillatory EEG signals in the alpha band revealed additive attentional modulation patterns like those observed with fMRI. These results challenge prior assumptions that fMRI and early stimulus-evoked potentials measured with EEG can be interchangeably used to index the same neural mechanisms of attentional modulations at different spatiotemporal scales. Instead, fMRI measures of attentional modulations are more closely linked with later EEG components and alpha-band oscillations. Considered together, hemodynamic and electrophysiological signals can jointly constrain understanding of the neural mechanisms supporting cognition. fMRI and EEG have been used as tools to measure the location and timing of attentional modulations in visual cortex and are often used interchangeably for constraining computational models under the assumption that they index similar underlying neural processes. However, by varying attentional and stimulus parameters, we found differential patterns of attentional modulations of fMRI activity in early visual cortex and commonly used stimulus-evoked potentials measured via EEG. Instead, across longer time scales, a contralateral negative-going potential and EEG oscillations in the alpha band exhibited attentional modulations similar to those observed with fMRI. Together, these results suggest that different physiological processes assayed by these complementary techniques must be jointly considered when making inferences about the neural underpinnings of cognitive operations.
功能磁共振成像 (fMRI) 和脑电图 (EEG) 是两种常用于研究人类视觉注意支持的神经机制的非侵入性方法。使用这些工具(具有互补的空间和时间分辨率)的研究隐含地假设它们指数与外部刺激和内部注意操作相关的相似的潜在神经调节。因此,它们通常可互换使用,以限制对自上而下和自下而上因素对神经调节的影响的理解。为了检验这一核心假设,我们通过改变刺激对比度来同时改变自下而上的感觉输入,通过改变空间注意力的焦点来改变自上而下的认知调节。每位男性和女性参与者都在执行相同实验范式的 fMRI 和 EEG 会议中参加了这两项实验。我们发现,在早期视觉皮层的 fMRI 活动和通过 EEG 测量的早期刺激诱发电位(例如 P1 分量和稳态视觉诱发电位)中,注意力调节的模式有明显的差异:fMRI 激活与注意力呈加性比例,而诱发电位 EEG 分量与注意力呈乘性比例。然而,在更长的时间尺度上,对侧负向电位和 alpha 波段的振荡 EEG 信号显示出与 fMRI 观察到的类似的加性注意调节模式。这些结果挑战了先前的假设,即 fMRI 和 EEG 测量的早期刺激诱发电位可以互换使用,以在不同的时空尺度上标记相同的注意力调节神经机制。相反,fMRI 测量的注意力调节与后来的 EEG 成分和 alpha 波段振荡更紧密相关。综合考虑,血流动力学和电生理信号可以共同限制对支持认知的神经机制的理解。fMRI 和 EEG 已被用作测量视觉皮层注意力调节的位置和时间的工具,并且由于它们假设指数与类似的潜在神经过程,因此经常可互换使用以限制计算模型。然而,通过改变注意力和刺激参数,我们发现早期视觉皮层的 fMRI 活动和通过 EEG 测量的常用刺激诱发电位的注意力调节模式存在差异。相反,在更长的时间尺度上,对侧负向电位和 alpha 波段的 EEG 振荡表现出与 fMRI 观察到的类似的注意力调节。这些结果表明,当对认知操作的神经基础进行推断时,必须共同考虑这些互补技术测量的不同生理过程。