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Explainable cross-task adaptive transfer learning for motor imagery EEG classification.

Minmin MiaoZhong YangHong ZengWenbin ZhangBaoguo XuWenjun Hu
Published in: Journal of neural engineering (2023)
This paper confirms that decoding of MI EEG can be well facilitated by pre-existing ME EEG data, which largely relaxes the constraint of training samples for MI EEG decoding and has important practical sense.
Keyphrases
  • functional connectivity
  • resting state
  • working memory
  • machine learning
  • deep learning
  • big data