一个低成本,开源,BCI-VR原型,用于脑电图的实时信号处理,以操纵3D VR对象作为一种神经反馈形式

Michael McMahon, M. Schukat
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引用次数: 10

摘要

在本文中,我们提出了一种低成本和开源的脑机接口(BCI)虚拟现实(VR)原型,用于在中央前回(运动皮层)内进行脑电图(EEG)事件相关的去同步和同步变化(ERD/ERS)的实时信号处理,该原型允许用户在虚拟现实环境中操纵3D物体,作为一种沉浸式神经反馈的形式。2017年在都柏林科学画廊举行的“黑客大脑”活动上,这款BCI-VR系统原型在多名参与者身上进行了功能测试,并在观众面前进行了现场演示。针对研究人员和开发人员的低成本,有效的BCI-VR解决方案的可用性,能够分析受试者的BCI表现,并将神经反馈VR呈现为学术和工业实验可接受的水平,有可能为更广泛的研究人员开辟这一领域,并有助于提高中风康复的功能结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A low-cost, open-source, BCI-VR prototype for real-time signal processing of EEG to manipulate 3D VR objects as a form of neurofeedback
In this paper we present a low-cost and open-source brain-computer interface (BCI) virtual-reality (VR) prototype for real-time signal processing of Electroencephalography (EEG) event-related desynchronization and synchronization changes (ERD/ERS) within the Precentral Gyrus (Motor Cortex), which allows the user to manipulate a 3D object within a Virtual Reality Environment as a form of immersive neurofeedback. This BCI-VR system prototype was functionally tested on multiple participants and demonstrated live before an audience during the 2017 ‘Hack the Brain’ at the Dublin Science Gallery. The availability of a low cost, effective, BCI-VR solution targeted at researchers and developers, which is capable of analysing a subject’s BCI performance and presenting neurofeedback VR to a level acceptable for academic and industry experimentation, has the potential to open up this field to much wider range of researchers and could help increase the functional outcomes for stroke rehabilitation.
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