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Multi-source deep domain adaptation ensemble framework for cross-dataset motor imagery EEG transfer learning.

Minmin MiaoZhong YangZhenzhen ShengBaoguo XuWenbin ZhangXinmin Cheng
Published in: Physiological measurement (2024)
The results of this study show that cross-dataset TL is feasible for left/right-hand MI EEG decoding, and further indicate that MSDDAEF is a promising solution for addressing MI EEG cross-dataset variability.
Keyphrases
  • functional connectivity
  • resting state
  • working memory
  • neural network