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Auditory Brain Computer Interface design

机译:听觉脑计算机接口设计

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摘要

The Brain Computer Interface (BCI) is a user interface that helps people with severe physical disabilities to communicate with others or to interact with their surroundings by using their brain waves to control devices. However, almost all conventional studies about stimulus-driven BCI focused on a visual modality. Until recently, there still haven't had useful tools to help blind people who suffer from severe physical disabilities (e.g., blind amyotrophic lateral sclerosis (ALS)) to communicate independently. Although there are some initial results, the accuracy of contemporary auditory stimulation modality BCI system is very poor. In this paper, the authors proposed an auditory stimulation modality using shadowing tasks to develop an auditory brain computer interface system (aBCI) with the accuracy above 70% to achieve the preliminary practicality. This aBCI system will be the foundation of the subsequent practical aBCI system.
机译:脑计算机接口(BCI)是一种用户界面,可通过使用他们的脑电波控制设备来帮助肢体严重残疾的人与他人交流或与周围环境进行互动。但是,几乎所有有关刺激驱动BCI的常规研究都集中在视觉形态上。直到最近,仍然没有有用的工具来帮助患有严重身体残疾(例如,盲肌萎缩性侧索硬化症(ALS))的盲人独立沟通。尽管有一些初步结果,但是当代听觉刺激方式BCI系统的准确性非常差。在本文中,作者提出了一种使用遮蔽任务的听觉刺激方式,以开发一种听觉脑计算机接口系统(aBCI),其准确性高于70%,以达到初步的实用性。该aBCI系统将成为后续实用aBCI系统的基础。

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