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A portable auditory P300 brain-computer interface with directional cues

机译:具有方向提示的便携式听觉P300脑机接口

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Objectives: The main objective of the current study was to implement and evaluate a P300 based brain-computer interface (BCI) speller that uses directional cues of auditory stimuli, which are presented over headphones. The interstimulus interval (ISI) was successively reduced to determine the optimal combination of speed and accuracy. The study further aimed at quantifying the differences in subjective workload between the auditory and the visual P300 spelling application. The influence of workload, mood and motivation on BCI performance and P300 amplitude was investigated. Methods: Twenty healthy participants performed auditory and visual spelling tasks in an EEG experiment with online feedback. Results: Sixteen of twenty participants performed at or above a level necessary for satisfactory communication (≥70% spelling accuracy) with the auditory BCI. Average bit rates of up to 2.76. bits/min (best subject 7.43. bits/min) were achieved. A significantly higher workload was reported for the auditory speller compared to the visual paradigm. Motivation significantly influenced P300 amplitude at Pz in the auditory condition. Conclusions: The results of the online study suggest that the proposed paradigm offers a means of communication for most healthy users. Significance: The described auditory BCI can serve as a communication channel for completely paralyzed patients.
机译:目的:本研究的主要目的是实施和评估基于P300的脑机接口(BCI)拼写器,该拼写器使用通过耳机呈现的听觉刺激的定向提示。间隔时间间隔(ISI)依次减小以确定速度和精度的最佳组合。该研究进一步旨在量化听觉和视觉P300拼写应用程序之间的主观工作量差异。研究了工作量,情绪和动机对BCI表现和P300振幅的影响。方法:20名健康参与者在带有在线反馈的EEG实验中执行了听觉和视觉拼写任务。结果:二十名参与者中有十六名达到或超过与听觉BCI进行令人满意的交流(≥70%拼写准确度)所必需的水平。平均比特率高达2.76。位/分钟(最佳受试者7.43位/分钟)。据报道,与视觉范式相比,听觉拼写员的工作量明显更高。在听觉条件下,动机显着影响Pz处的P300振幅。结论:在线研究的结果表明,提出的范例为大多数健康用户提供了一种交流手段。意义:所描述的听觉BCI可以作为完全瘫痪患者的沟通渠道。

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