Zhang Bo, Naya Yuji
Beijing Academy of Artificial Intelligence, Beijing 100084, China.
Tsinghua Laboratory of Brain and Intelligence, Tsinghua University, 160 Chengfu Rd., SanCaiTang Building, Haidian District, Beijing 100084, China.
Data Brief. 2022 Jun 14;43:108380. doi: 10.1016/j.dib.2022.108380. eCollection 2022 Aug.
A dataset consisting of whole-brain fMRI (functional magnetic resonance imaging)/MEG (magnetoencephalography) images, eye tracking files, and behavioral records from healthy adult human participants when they performed a spatial-memory paradigm in a virtual environment was collected to investigate the neural representation of the cognitive map defined by unique spatial relationship of three objects, as well as the neural dynamics of the cognitive map following the task demand from localizing self-location to remembering the target location relative to the self-body. The dataset, including both fMRI and MEG, was also used to investigate the neural networks involved in representing a target within and outside the visual field. The dataset included 19 and 12 university students at Peking University for fMRI and MEG experiments, respectively (fMRI: 12 women, 7 men; MEG: 4 women, 8 men). The average ages of those participants were 24.9 years (MRI: 18-30 years) and 22.5 years (MEG: 19-25 years), respectively. fMRI BOLD and T1-weighted images were acquired using a 3T Siemens Prisma scanner (Siemens, Erlangen, Germany) equipped with a 20-channel receiver head coil. MEG neuromagnetic data were acquired using a 275-channel MEG system (CTF MEG, Canada). The dataset could be further used to investigate a range of neural mechanisms involved in human spatial cognition or to develop a bioinspired deep neural network to enhance machines' abilities in spatial processing.
收集了一个数据集,该数据集包含来自健康成人参与者在虚拟环境中执行空间记忆范式时的全脑功能磁共振成像(fMRI)/脑磁图(MEG)图像、眼动追踪文件和行为记录,以研究由三个物体的独特空间关系定义的认知地图的神经表征,以及认知地图在从定位自身位置到记住相对于自身身体的目标位置的任务需求后的神经动力学。该数据集(包括fMRI和MEG)还用于研究参与表示视野内外目标的神经网络。该数据集分别包括19名和12名北京大学的大学生用于fMRI和MEG实验(fMRI:12名女性,7名男性;MEG:4名女性,8名男性)。这些参与者的平均年龄分别为24.9岁(fMRI:18 - 30岁)和22.5岁(MEG:19 - 25岁)。fMRI血氧水平依赖(BOLD)和T1加权图像使用配备20通道接收头线圈的3T西门子Prisma扫描仪(德国西门子,埃尔朗根)采集。MEG神经磁数据使用275通道MEG系统(加拿大CTF MEG)采集。该数据集可进一步用于研究一系列参与人类空间认知的神经机制,或开发受生物启发的深度神经网络以增强机器在空间处理方面的能力。