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Updated: Jan 22, 2026

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使用Swin变压器进行多尺度EEG特征解码,用于主体独立的运动图像BCI

Wasi Ur Rehman Qamar1, Berdakh Abibullaev2

  • 1Department of Robotics and Mechatronics, School of Engineering and Digital Sciences, Nazarbayev University, Astana, 010000, Kazakhstan.

Scientific reports
|January 20, 2026
PubMed
概括

本研究介绍了用于脑计算机接口 (BCI) 的紧卷积旋转变压器 (CCST). CCST提高了独立于主体的BCI性能和对用户的概括性,克服了EEG信号变异性的挑战.

关键词:
大脑计算机接口大脑计算机接口深度学习是一种深度学习.这是一个EEGEEGEEGEEGEEGEEGEEG.运动图像中的运动图像.斯温变压器 变压器

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