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Neurolinguistics Research Advancing Development of a Direct-Speech Brain-Computer Interface

机译:神经语言学研究促进直接语音脑机接口的发展

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摘要

A direct-speech brain-computer interface (DS-BCI) acquires neural signals corresponding to imagined speech, then processes and decodes these signals to produce a linguistic output in the form of phonemes, words, or sentences. Recent research has shown the potential of neurolinguistics to enhance decoding approaches to imagined speech with the inclusion of semantics and phonology in experimental procedures. As neurolinguistics research findings are beginning to be incorporated within the scope of DS-BCI research, it is our view that a thorough understanding of imagined speech, and its relationship with overt speech, must be considered an integral feature of research in this field. With a focus on imagined speech, we provide a review of the most important neurolinguistics research informing the field of DS-BCI and suggest how this research may be utilized to improve current experimental protocols and decoding techniques. Our review of the literature supports a cross-disciplinary approach to DS-BCI research, in which neurolinguistics concepts and methods are utilized to aid development of a naturalistic mode of communication.
机译:直接语音脑机接口(DS-BCI)获取与想象的语音相对应的神经信号,然后对这些信号进行处理和解码,以产生音素,单词或句子形式的语言输出。最近的研究表明,神经语言学在实验过程中包括语义和语音的情况下,可以增强对虚构语音的解码方法的潜力。由于神经语言学的研究结果已开始纳入DS-BCI研究的范围,因此我们认为,对想象中的言语及其与公开言语之间的关系的透彻理解必须被视为该领域研究的一个整体特征。我们以虚构的演讲为重点,回顾了最重要的神经语言学研究,为DS-BCI领域提供了信息,并建议如何利用这项研究来改进当前的实验协议和解码技术。我们对文献的评论支持了DS-BCI研究的跨学科方法,其中利用神经语言学的概念和方法来帮助发展自然主义的交流方式。

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