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Spatial Auditory Two-step Input Japanese Syllabary Brain-computer Interface Speller

机译:空间听觉两步输入日本音节脑 - 计算机接口拼写

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摘要

We present a concept and a pilot study of a two-step input speller application combined with a spatial auditory brain-computer interface (BCI) for locked-in syndrome (LIS) users. The application has been developed for 25 Japanese syllabary (hiragana) characters using a two-step input procedure, in order to create an easy-to-use BCI-speller interface. In the proposed procedure, the user first selects the representative letter of a subset, defining the second step. In the second step, the final choice is made. At each interfacing step, the user's intentional choices are classified based on the P300 event related potential (ERP) responses captured in the EEG, as in the classic oddball paradigm. The BCI experiment and EEG results of the pilot study confirm the effectiveness of the proposed spelling method.
机译:我们展示了一个两步输入拼写应用程序的概念和试验研究,结合了用于锁定综合征(LIS)用户的空间听觉脑 - 计算机接口(BCI)。使用两步输入过程为25个日语音节(Hiragana)字符开发了应用程序,以便创建易于使用的BCI-Speller接口。在所提出的过程中,用户首先选择子集的代表性字母,定义第二步。在第二步中,进行最终选择。在每个接口步骤中,基于EEG中捕获的P300事件相关潜在(ERP)响应,根据经典古怪范式归类的P300事件相关电位(ERP)响应进行分类。试点研究的BCI实验和EEG结果证实了所提出的拼写方法的有效性。

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