一种新颖的基于p300的脑机接口系统

Faraz Akram, M. Metwally, Hee-Sok Han, H. J. Jeon, Tae-Seong Kim
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引用次数: 23

摘要

用于字符拼写的传统P300 BCI系统通常由显示闪烁字符的范例和标识目标字符的分类器组成。通常,用户必须一次键入一个单词的每个字符:这种拼写过程很慢,可能需要几分钟才能键入一个完整的单词。在这项工作中,我们提出了一种新的单词输入方案,通过字典搜索将单词建议机制集成到传统的基于p300的拼写器中。我们新的基于p300的单词输入系统包括一个初始字符拼写范例、一个智能字典单元,用于给出可能的单词建议,以及一个最终的单词选择范例,用于从建议中选择一个单词。我们提出的方法大大减少了打字时间,使打字更加方便。我们用四个对象测试了我们的系统,结果表明,输入相同单词的平均时间为1.66分钟,而传统的输入时间为2.9分钟。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A novel P300-based BCI system for words typing
The conventional P300 BCI system for character spelling is typically composed of a paradigm that displays flashing characters and a classifier which identifies target characters. Typically a user has to type each character of a word at a time: this spelling process is slow and it can take several minutes to type an entire word. In this work, we propose a new word typing scheme by integrating a word suggestion mechanism via a dictionary search into the conventional P300-based speller. Our new P300-based word typing system consists of an initial character spelling paradigm, a smart dictionary unit to give suggestions of possible words, and the final word selection paradigm to select a word out of the suggestions. Our proposed methodology reduces typing time significantly and makes word typing more convenient. We have tested our system with four subjects and our results demonstrate an average words typing time of 1.66 minute, whereas the conventional took 2.9 minute for the same words.
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