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A Brain-Computer Interface Controlled Auditory Event-Related Potential (P300) Spelling System for Locked-In Patients

机译:锁定患者的脑机接口控制听觉事件相关电位(P300)拼写系统

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摘要

Using brain-computer interfaces (BCI) humans can select letters or other targets on a computer screen without any muscular involvement. An intensively investigated kind of BCI is based on the recording of visual event-related brain potentials (ERP). However, some severely paralyzed patients who need a BCI for communication have impaired vision or lack control of gaze movement, thus making a BCI depending on visual input no longer feasible. In an effort to render the ERP-BCI usable for this group of patients, the ERP-BCI was adapted to auditory stimulation. Letters of the alphabet were assigned to cells in a 5 × 5 matrix. Rows of the matrix were coded with numbers 1 to 5, and columns with numbers 6 to 10, and the numbers were presented auditorily. To select a letter, users had to first select the row and then the column containing the desired letter. Four severely paralyzed patients in the end-stage of a neurodegenerative disease were examined. All patients performed above chance level. Spelling accuracy was significantly lower with the auditory system as compared with a similar visual system. Patients reported difficulties in concentrating on the task when presented with the auditory system. In future studies, the auditory ERP-BCI should be adjusted by taking into consideration specific features of severely paralyzed patients, such as reduced attention span. This adjustment in combination with more intensive training will show whether an auditory ERP-BCI can become an option for visually impaired patients.
机译:使用脑机接口(BCI),人们可以在计算机屏幕上选择字母或其他目标,而无需任何肌肉活动。一项经过深入研究的BCI基于与视觉事件相关的脑电势(ERP)的记录。但是,一些需要BCI进行交流的严重瘫痪患者的视力受损或无法控制视线,因此依靠视力输入的BCI不再可行。为了使ERP-BCI可用于该组患者,ERP-BCI已适应听觉刺激。字母以5×5矩阵分配给单元。矩阵的行用数字1到5编码,列用数字6到10编码,并且数字在听觉上显示。要选择一个字母,用户必须首先选择包含所需字母的行,然后选择列。在神经退行性疾病的末期检查了四名严重瘫痪的患者。所有患者的表现均高于机会水平。与类似的视觉系统相比,听觉系统的拼写准确性明显较低。当患者出现听觉系统时,他们报告难以集中精力完成这项任务。在以后的研究中,应通过考虑严重瘫痪患者的特定特征(例如减少注意力跨度)来调整听觉ERP-BCI。这项调整与更深入的培训相结合,将显示听觉ERP-BCI是否可以成为视力障碍患者的选择。

著录项

  • 来源
    《Annals of the New York Academy of Sciences》 |2009年第2009期|90-100|共11页
  • 作者单位

    Clinical and Health Psychology Research Centre, School of Human and Life Sciences, Roehampton University, Whitelands College, Holybourne Avenue, London SW15 4JD, UK Institute of Medical Psychology and Behavioural Neurobiology, University of Tuebingen, Tuebingen, Germany;

    Institute of Medical Psychology and Behavioural Neurobiology, University of Tuebingen, Tuebingen, Germany Graduate Institute of Technology, University of Arkansas at Little Rock, Little Rock, Arkansas 72204, USA;

    Institute of Medical Psychology and Behavioural Neurobiology, University of Tuebingen, Tuebingen, Germany;

    Institute of Medical Psychology and Behavioural Neurobiology, University of Tuebingen, Tuebingen, Germany;

    Institute of Medical Psychology and Behavioural Neurobiology, University of Tuebingen, Tuebingen, Germany;

    Institute of Medical Psychology and Behavioural Neurobiology, University of Tuebingen, Tuebingen, Germany;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    locked-in syndrome; brain-computer interface; event-related potentials; P300; auditory; amyotrophic lateral sclerosis; communication;

    机译:锁定综合征脑机接口;事件相关的潜力;P300;听觉肌萎缩性侧索硬化症;通讯;

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