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Auditory Brain Computer Interface design

机译:听觉脑电脑界面设计

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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:大脑电脑界面(BCI)是一个用户界面,帮助有严重的身体残疾的人与他人通信或通过使用他们的大脑波来控制设备来与周围环境进行交互。然而,几乎所有关于刺激驱动的BCI的传统研究都集中在视觉模型上。直到最近,仍然没有有用的工具来帮助患有严重身体残疾的人(例如,盲肌萎缩侧硬化(ALS))独立沟通。虽然有一些初步结果,但当代听觉刺激方式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模型,以开发听觉脑电脑接口系统(ABCI),精度高于70 %以实现初步实用性。该ABCI系统将是后续实际ABCI系统的基础。

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