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Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces

Training an accurate classifier for EEG-based brain-computer interface (BCI) requires EEG data from a large number of users, whereas protecting their data privacy is a critical consideration. Federated learning (FL) is a promising solution to this challenge. This paper proposes Federated classificat...

Whakaahuatanga katoa

I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Tianwang Jia, Lubin Meng, Siyang Li, Jiajing Liu, Dongrui Wu
Hōputu: Artigo
Reo:Inglês
I whakaputaina: IEEE 2024-01-01
Rangatū:IEEE Transactions on Neural Systems and Rehabilitation Engineering
Ngā marau:
Urunga tuihono:https://ieeexplore.ieee.org/document/10672548/
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