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视觉运动任务期间大脑、眼睛和手部的同步数据集

Simultaneous Dataset of Brain, Eye and Hand during Visuomotor Tasks.

作者信息

Zhang Hao, Hu Yiqing, Li Yang, Zhang Shuangyu, Li XiaoLi, Zhao Chenguang

机构信息

School of Systems Science, Beijing Normal University, Beijing, 100875, China.

Center for Cognition and Neuroergonomics, State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University at Zhuhai, Zhuhai, 519087, China.

出版信息

Sci Data. 2025 Jan 31;12(1):189. doi: 10.1038/s41597-024-04227-7.

Abstract

Visuomotor integration is a complex skill set encompassing many fundamental abilities, such as visual search, attention monitoring, and motor control. To explore the dynamic interplay between visual inputs and motor outputs, it is necessary to simultaneously record multiple brain activities with high temporal and spatial resolution, as well as to record implicit and explicit behaviors. However, there is a lack of public datasets that provide simultaneous multiple modalities during a visual-motor task. Functional near-infrared spectroscopy and electroencephalography to record brain activity simultaneously facilitate more precise capture of the complex visuomotor of brain mechanisms. Additionally, by employing a combined eye movement and manual response, it is possible to fully evaluate the effects of visuomotor outputs from implicit and explicit dimensions. We recorded whole-brain EEG (34 electrodes) and fNIRS (44 channels) covering the frontal and parietal cortex along with eye movements, behavior sampling, and operant behavior. The dataset underwent rigorous synchronization, quality control to highlight the effectiveness of our experiments and to demonstrate the high quality of our multimodal data framework.

摘要

视觉运动整合是一组复杂的技能,涵盖许多基本能力,如视觉搜索、注意力监测和运动控制。为了探索视觉输入和运动输出之间的动态相互作用,有必要以高时间和空间分辨率同时记录多种大脑活动,以及记录内隐和外显行为。然而,缺乏在视觉运动任务期间提供同步多模态的公共数据集。同时记录大脑活动的功能近红外光谱和脑电图有助于更精确地捕捉复杂的大脑视觉运动机制。此外,通过结合眼球运动和手动反应,可以从内隐和外显维度全面评估视觉运动输出的影响。我们记录了全脑脑电图(34个电极)和功能近红外光谱(44个通道),覆盖额叶和顶叶皮层,同时记录了眼球运动、行为采样和操作性行为。该数据集经过了严格的同步和质量控制,以突出我们实验的有效性,并展示我们多模态数据框架的高质量。

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