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Domain-aware domain–class adaptation network for motor execution to motor imagery EEG classification

IntroductionMotor imagery (MI) is one of the most widely used paradigms in electroencephalogram (EEG)-based brain–computer interfaces (BCIs). In recent years, deep learning and transfer learning techniques have been increasingly adopted to further improve MI-EEG decoding performance, thereby facilit...

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I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Jiahuan Wang, Guanghua Xu, Chenghang Du, Zejin Li, Hui Li, Shengchao Chen, Chengcheng Han, Sicong Zhang
Hōputu: Artigo
Reo:Inglês
I whakaputaina: Frontiers Media S.A. 2026-06-01
Rangatū:Frontiers in Neuroscience
Ngā marau:
Urunga tuihono:https://www.frontiersin.org/articles/10.3389/fnins.2026.1851006/full
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