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Usage of drip drops as stimuli in an auditory P300 BCI paradigm

机译:在听觉P300 BCI范式中的滴水作为刺激的用法

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摘要

Recently, many auditory BCIs are using beeps as auditory stimuli, while beeps sound unnatural and unpleasant for some people. It is proved that natural sounds make people feel comfortable, decrease fatigue, and improve the performance of auditory BCI systems. Drip drop is a kind of natural sounds that makes humans feel relaxed and comfortable. In this work, three kinds of drip drops were used as stimuli in an auditory-based BCI system to improve the user-friendness of the system. This study explored whether drip drops could be used as stimuli in the auditory BCI system. The auditory BCI paradigm with drip-drop stimuli, which was called the drip-drop paradigm (DP), was compared with the auditory paradigm with beep stimuli, also known as the beep paradigm (BP), in items of event-related potential amplitudes, online accuracies and scores on the likability and difficulty to demonstrate the advantages of DP. DP obtained significantly higher online accuracy and information transfer rate than the BP (p 0.05, Wilcoxon signed test; p 0.05, Wilcoxon signed test). Besides, DP obtained higher scores on the likability with no significant difference on the difficulty (p 0.05, Wilcoxon signed test). The results showed that the drip drops were reliable acoustic materials as stimuli in an auditory BCI system.
机译:最近,许多听觉BCIS正在使用哔哔声作为听觉刺激,而哔哔声对某些人感到不自然和不愉快。事实证明,自然的声音让人感到舒适,减少疲劳,提高听觉BCI系统的性能。滴滴涕是一种自然的声音,让人类感到轻松舒适。在这项工作中,在基于听觉的BCI系统中使用了三种滴滴涕作为刺激,以改善系统的用户友好。本研究探讨了滴滴涕是否可以用作听觉BCI系统中的刺激。与Drip-Drop刺激的听觉BCI范例被称为Drip-Drop Paradigm(DP),与蜂鸣声刺激的听觉范例进行了比较,也称为蜂鸣声范例(BP),在事件相关的潜在幅度,在线准确性和分数上的可爱性和难度展示DP的优势。 DP获得的在线准确度和信息转移率明显高于BP(P <0.05,WILCOXON签名试验; P <0.05,WILCOXON签名测试)。此外,DP在难度下没有显着差异的可爱性获得了更高的分数(P <0.05,WILCOXON签名测试)。结果表明,滴落滴在听觉BCI系统中是可靠的声学材料作为刺激。

著录项

  • 来源
    《Cognitive Neurodynamics》 |2018年第1期|共10页
  • 作者单位

    East China Univ Sci &

    Technol Key Lab Adv Control &

    Optimizat Chem Proc Minist Educ Shanghai Peoples R China;

    East China Univ Sci &

    Technol Key Lab Adv Control &

    Optimizat Chem Proc Minist Educ Shanghai Peoples R China;

    East China Univ Sci &

    Technol Key Lab Adv Control &

    Optimizat Chem Proc Minist Educ Shanghai Peoples R China;

    Natl Univ Def Technol Coll Mechatron &

    Automat Changsha 410073 Hunan Peoples R China;

    East China Univ Sci &

    Technol Key Lab Adv Control &

    Optimizat Chem Proc Minist Educ Shanghai Peoples R China;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 生理学;
  • 关键词

    P300; Auditory BCI; Drip drops; Online accuracy; User-friendness;

    机译:P300;听觉BCI;滴滴涕;在线准确性;用户友好;

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