Online Privacy-Preserving EEG Classification by Source-Free Transfer Learning

• Main Authors: Hanrui Wu (Author), Zhengyan Ma (Author), Zhenpeng Guo (Author), Yanxin Wu (Author), Jia Zhang (Author), Guoxu Zhou (Author), Jinyi Long (Author)
• Format: Book
• Published: IEEE, 2024-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Electroencephalogram (EEG) signals play an important role in brain-computer interface (BCI) applications. Recent studies have utilized transfer learning to assist the learning task in the new subject, i.e., target domain, by leveraging beneficial information from previous subjects, i.e., source doma...