Brain-Computer Interfaces

NEXUS-MI: Communication-Aware Federated Personalization for Gateway-Coordinated Motor-Imagery Brain-Computer Interfaces featured image

NEXUS-MI: Communication-Aware Federated Personalization for Gateway-Coordinated Motor-Imagery Brain-Computer Interfaces

Gateway-coordinated federated EEG personalization that reduces communication cost while evaluating subject-level reliability.

daniel-adu-worae
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NEXUS-MI featured image

NEXUS-MI

Gateway-coordinated federated personalization for motor-imagery EEG classification, with communication-aware updates and local preservation of personalized models and raw EEG.