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多变量脑电图活动中的平滑追踪眼球运动的运动方向表示。

Motion direction representation in multivariate electroencephalography activity for smooth pursuit eye movements.

机构信息

Center for Neuroscience Imaging Research, Institute for Basic Science (IBS), Suwon, 16419, Republic of Korea; Department of Biomedical Engineering, Sungkyunkwan University, Suwon, 16419, Republic of Korea.

Center for Cognition and Sociality, Institute for Basic Science (IBS), Daejeon, 34126, Republic of Korea.

出版信息

Neuroimage. 2019 Nov 15;202:116160. doi: 10.1016/j.neuroimage.2019.116160. Epub 2019 Sep 3.

Abstract

Visually-guided smooth pursuit eye movements are composed of initial open-loop and later steady-state periods. Feedforward sensory information dominates the motor behavior during the open-loop pursuit, and a more complex feedback loop regulates the steady-state pursuit. To understand the neural representations of motion direction during open-loop and steady-state smooth pursuits, we recorded electroencephalography (EEG) responses from human observers while they tracked random-dot kinematograms as pursuit targets. We estimated population direction tuning curves from multivariate EEG activity using an inverted encoding model. We found significant direction tuning curves as early as about 60 ms from stimulus onset. Direction tuning responses were generalized to later times during the open-loop smooth pursuit, but they became more dynamic during the later steady-state pursuit. The encoding quality of retinal motion direction information estimated from the early direction tuning curves was predictive of trial-by-trial variation in initial pursuit directions. These results suggest that the movement directions of open-loop smooth pursuit are guided by the representation of the retinal motion present in the multivariate EEG activity.

摘要

视觉引导的平滑追踪眼球运动由初始开环和后续稳态两个阶段组成。在开环追踪过程中,前馈感觉信息主导运动行为,而更复杂的反馈环则调节稳态追踪。为了了解开环和稳态平滑追踪过程中运动方向的神经表示,我们在人类被试者跟踪随机动觉图作为追踪目标时记录了他们的脑电图(EEG)反应。我们使用倒向编码模型从多变量 EEG 活动中估计了群体方向调谐曲线。我们发现,从刺激开始后约 60 毫秒就出现了显著的方向调谐曲线。在开环平滑追踪过程中,方向调谐反应会扩展到后期,但在后期的稳态追踪中,它们会变得更加动态。从早期方向调谐曲线估计的视网膜运动方向信息的编码质量可以预测初始追踪方向的逐次试验变化。这些结果表明,开环平滑追踪的运动方向是由多变量 EEG 活动中存在的视网膜运动的表示引导的。

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