革命性的脑电脑接口:紧的和高速的无线神经信号采集
Mingfeng Liu1, Xudong Guo1, Liling Cao2
1School of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai 200093, China.
The Review of scientific instruments
|October 1, 2025
概括
本研究介绍了用于脑计算机接口 (BCI) 的高通道计数无线神经信号采集系统. 基于FPGA的系统实现了高通量,实时的大脑神经信号记录,信号质量优异.
科学领域:
- 神经科学是一个神经科学.
- 生物医学工程 生物医学工程
- 电气工程 电气工程
背景情况:
- 大脑计算机接口 (BCI) 需要先进的神经信号采集系统.
- 现有系统在通道数量,采样率和小型化方面面临限制.
- 高通量,高速度和小型化的BCI对于推进神经数据记录至关重要.
研究的目的:
- 开发一个高通道计数的无线神经信号采集系统.
- 克服当前BCI信号采集技术的局限性.
- 为了实现BCI应用程序的高分辨率,实时神经记录.
主要方法:
- 开发了一种使用FPGA技术的无线神经信号采集系统.
- 实现了一个堆叠的架构,用于紧的,低功耗的无线传输.
- 进行了实验室电性能测试和对小鼠的动物实验.
主要成果:
- 该系统支持1024个频道以32kSPS的频率.
- 实现了8.56μVrms的噪声电压,接近指定的6μVrms.
- 已证明可靠的实时采集小鼠大脑神经信号,信号噪声比在28.66和30.56dB之间.
结论:
- 开发的基于FPGA的系统为神经信号采集提供了高通量,高速和小型化的解决方案.
- 该系统的性能验证了其可靠,实时的大脑神经信号记录的能力.
- 这一进步支持下一代BCI的开发,这些BCI需要高分辨率的神经数据.
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