Large-scale fMRI dataset for the design of motor-based Brain-Computer Interfaces

M. S. Bom, A. M. Brak, M. Raemaekers, N. F. Ramsey, M. Vansteensel, M. P. Branco
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Abstract

Functional Magnetic Resonance Imaging (fMRI) data is commonly used to localise implantation sites for intracranial-based Brain-Computer Interfaces (BCIs). Functional data recorded during sensory and motor tasks from both adults and children specifically designed to map and localise BCI target areas is rare. Here, we describe a large-scale dataset collected from 155 human subjects during motor and sensory tasks involving the fingers, hands, arms, feet, legs, and mouth region. The dataset includes data from both adults and children (age range: 6-89 years) performing a restricted set of standardized tasks. This dataset is particularly relevant to study developmental patterns in motor representation on the cortical surface and for the design of paediatric motor-based implanted BCIs.
用于设计基于运动的脑机接口的大规模 fMRI 数据集
功能磁共振成像(fMRI)数据通常用于定位颅内脑机接口(BCI)的植入位置。专门用于绘制和定位 BCI 目标区域的成人和儿童感觉和运动任务期间记录的功能数据并不多见。在此,我们介绍了一个大规模数据集,该数据集收集了 155 名人类受试者在执行涉及手指、手掌、手臂、脚、腿和口腔区域的运动和感觉任务时的数据。该数据集包括成人和儿童(年龄范围:6-89 岁)在执行一组受限的标准化任务时获得的数据。该数据集对于研究大脑皮层表面运动表征的发育模式以及设计基于运动的儿童植入式生物识别(BCI)特别重要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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