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Investigating the role of combined acoustic-visual feedback in one-dimensional synchronous brain computer interfaces a preliminary study

机译:研究组合的视听反馈在一维同步脑计算机接口中的作用初步研究

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摘要

Feedback plays an important role when learning to use a brain computer interface (BCI), particularly in the case of synchronous feedback that relies on the interaction subject. In this preliminary study, we investigate the role of combined auditory-visual feedback during synchronous μ rhythm-based BCI sessions to help the subject to remain focused on the selected imaginary task. This new combined feedback, now integrated within the general purpose BCI2000 software, has been tested on eight untrained and three trained subjects during a monodimensional left-right control task. In order to reduce the setup burden and maximize subject comfort, an electroencephalographic device suitable for dry electrodes that required no skin preparation was used. Quality and index of improvement was evaluated based on a personal self-assessment questionnaire from each subject and quantitative data based on subject performance. Results for this preliminary study show that the combined feedback was well tolerated by the subjects and improved performance in 75% of the naïve subjects compared with visual feedback alone.
机译:反馈在学习使用大脑计算机接口(BCI)时起着重要的作用,尤其是在依赖于交互主体的同步反馈的情况下。在这项初步研究中,我们调查了在基于μ节奏的同步BCI会话中组合听觉-视觉反馈的作用,以帮助受试者保持专注于所选的想象任务。这种新的组合反馈现已集成到通用BCI2000软件中,已在一维左右控制任务中对8位未经培训的对象和3位经过培训的对象进行了测试。为了减轻设置负担并最大程度地增加受试者的舒适度,使用了适用于不需要准备皮肤的干电极的脑电图设备。基于来自每个受试者的个人自我评估问卷以及基于受试者表现的定量数据来评估质量和改善指数。这项初步研究的结果表明,与单独的视觉反馈相比,受试者对组合反馈的耐受性良好,并且在75%的初次受试者中表现得到了改善。

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