Transfer Learning With Optimal Transportation and Frequency Mixup for EEG-Based Motor Imagery Recognition

• Asıl Yazarlar: Peiyin Chen (Yazar), He Wang (Yazar), Xinlin Sun (Yazar), Haoyu Li (Yazar), Celso Grebogi (Yazar), Zhongke Gao (Yazar)
• Materyal Türü: Kitap
• Baskı/Yayın Bilgisi: IEEE, 2022-01-01T00:00:00Z.
• Konular: article
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Electroencephalography-based Brain Computer Interfaces (BCIs) invariably have a degenerate performance due to the considerable individual variability. To address this problem, we develop a novel domain adaptation method with optimal transport and frequency mixup for cross-subject transfer learning i...