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Auditory Feedback for Brain Computer Interface Management - An EEG Data Sonification Approach

机译:脑计算机接口管理的听觉反馈-脑电数据超声方法

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An auditory feedback for Brain Computer Interface (BCI) applications is proposed. This is achieved based on the so-called sonification of the mental states of humans, captured by Electro-Encephalogram (EEG) recordings. Two time-frequency signal decomposition techniques, the Bump Modelling and Empirical Mode Decomposition (EMD), are used to map the EEG recordings onto musical scores. This auditory feedback proves to have extremely high potential in the development of on-line BCI interfaces. Examples based on the responses from visual stimuli support the analysis.
机译:提出了针对脑计算机接口(BCI)应用的听觉反馈。这是通过脑电图(EEG)记录所捕获的所谓人类心理状态的超音波来实现的。两种时频信号分解技术,凹凸建模和经验模式分解(EMD),用于将EEG录音映射到乐谱上。事实证明,这种听觉反馈在开发在线BCI接口方面具有极大的潜力。基于视觉刺激反应的实例支持了这一分析。

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