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首页> 外文期刊>Biomedical Circuits and Systems, IEEE Transactions on >Development of a Low-Cost FPGA-Based SSVEP BCI Multimedia Control System
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Development of a Low-Cost FPGA-Based SSVEP BCI Multimedia Control System

机译:基于FPGA的低成本SSVEP BCI多媒体控制系统的开发

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摘要

This paper proposes a low-cost field-programmable gate-array (FPGA)-based brain-computer interface (BCI) multimedia control system, different from the BCI system, which uses bulky and expensive electroencephalography (EEG) measurement equipment, personal computer, and commercial real-time signal-processing software. The proposed system combines a customized stimulation panel, a brainwave-acquisition circuit, and an FPGA-based real-time signal processor and allows users to use their brainwave to communicate with or control multimedia devices by themselves. This study also designs a light-emitting diode stimulation panel instead of cathode ray tube or liquid-crystal display used in existing studies, to induce a stronger steady-state visual evoked potential (SSVEP), a kind of EEG, used as the input signal of the proposed BCI system. Implementing a prototype of the SSVEP-based BCI multimedia control system verifies the effectiveness of the proposed system. Experimental results show that the subjects' SSVEP can successfully control the multimedia device through the proposed BCI system with high identification accuracy.
机译:本文提出了一种低成本的基于现场可编程门阵列(FPGA)的脑机接口(BCI)多媒体控制系统,该系统不同于BCI系统,它使用了体积庞大且昂贵的脑电图(EEG)测量设备,个人计算机,和商业实时信号处理软件。拟议的系统结合了定制的刺激面板,脑电波采集电路和基于FPGA的实时信号处理器,并允许用户利用脑电波自行与多媒体设备进行通信或控制多媒体设备。这项研究还设计了一种发光二极管刺激面板,而不是现有研究中使用的阴极射线管或液晶显示器,以诱导更强的稳态视觉诱发电位(SSVEP),一种EEG,用作输入信号建议的BCI系统。实现基于SSVEP的BCI多媒体控制系统的原型可验证所提出系统的有效性。实验结果表明,通过提出的BCI系统,受试者的SSVEP可以成功地控制多媒体设备,并且具有较高的识别精度。

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