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Updated: May 5, 2026

SSVEP-based Experimental Procedure for Brain-Robot Interaction with Humanoid Robots
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SSVEP-based Experimental Procedure for Brain-Robot Interaction with Humanoid Robots

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通过优化频率交互和增强技术提高脑计算机接口性能:CFC-PSO-XGBoost (CPX)

Xiao Xiao1, Haoyue Li2

  • 1Department of Nerve Electrophysiology, The Second People's Hospital of Hunan Province (Brain Hospital of hunan province), No.427, Section 3, Furong Middle Road, Yuhua District, Changsha, Hunan, 410007, PR China.

Medical engineering & physics
|August 20, 2025
PubMed
概括

这项研究使用自发EEG的交叉频率合 (CFC) 功能提高了基于运动图像的脑电脑接口 (MI-BCI) 的准确性. 新的CFC-PSO-XGBoost (CPX) 管道显著提高了使用更少道的分类性能.

关键词:
大脑与计算机的接口交叉频率合器运动图像阶段幅度合,粒子群优化

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