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

Online Privacy-Preserving EEG Classification by Source-Free Transfer Learning 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)

Abstract:

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 domains. Nevertheless, EEG signals involve sensitive personal mental and …

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