作为普及技术的脑机接口:一个研究计划

Chris P. Brennan, P. Mccullagh, G. Lightbody, L. Galway
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引用次数: 1

摘要

在这项工作中,我们探讨脑机接口(BCI)是否可以成为一种普及的技术。脑机接口技术的主要目标是为患有严重神经功能障碍的人提供沟通和控制,这些功能障碍影响了他们与环境互动的能力。脑机接口研究主要集中在无创的、基于脑电图(EEG)的脑机接口方法上。现在有许多EEG消费级设备可用;Emotiv EPOC神经耳机就是这样一种设备。本文利用脑电图相关生物信号进行控制,研究了该装置在办公环境下的实用性、性能和可用性。结果表明,对于一些用户来说,只需几分钟的训练就可以实现合理的控制。然而,长期持续使用和广泛使用为进一步研究提供了合适的领域。作为对博士研讨会的贡献,本文提供了本BCI研究的预期贡献,实现这一目标所需的研究计划,并列举了未来两年要解决的主要研究问题。长期目标是将BCI部署为一种普及技术。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The BCI as a pervasive technology: a research plan
In this work we explore whether the Brain-Computer Interface (BCI) can become a pervasive technology. The primary goal of BCI technology has been to provide communication and control for people with severe neural dysfunction, which affects their ability to interact with the environment. BCI research has focused largely on noninvasive, electroencephalography (EEG) based BCI methods. A number of EEG consumer grade devices are now available; the Emotiv EPOC neuroheadset is one such device. This paper investigates the utility, performance and usability of this device in an office setting by using EEG correlates of bio-signals for control. The results suggest that it is possible for some users to achieve reasonable control with only minutes of training. However sustaining engagement over a longer duration and widespread use provide suitable areas for further investigation. As a contribution to the Doctoral Colloquium the paper provides an account of intended contributions of this BCI research, the plan of study necessary to achieve this goal, and enumerates the major research questions to be addressed in the next two years. The longer-term aim is to deploy BCI as a Pervasive technology.
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