MDTL: A Novel and Model-Agnostic Transfer Learning Strategy for Cross-Subject Motor Imagery BCI

In recent years, deep neural network-based transfer learning (TL) has shown outstanding performance in EEG-based motor imagery (MI) brain-computer interface (BCI). However, due to the long preparation for pre-trained models and the arbitrariness of source domain selection, using deep transfer learni...

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Main Authors: Ang Li (Author), Zhenyu Wang (Author), Xi Zhao (Author), Tianheng Xu (Author), Ting Zhou (Author), Honglin Hu (Author)
Format: Book
Published: IEEE, 2023-01-01T00:00:00Z.
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