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C. Lakshmi

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#federated learning Open access Sep 2026

FedNeuroTwin: A Federated Edge-Neuromorphic Cognitive Digital Twin for Privacy-preserving EEG-based Attention State Learning NeuroSpike

Electroencephalography (EEG)-based Brain-Computer Interface (BCI) systems can support attention monitoring through non-invasive brain signal analysis.This study focuses on passive EEG attention classification for personalized cognitive tracking.A major problem is that EEG signals vary across clients, and non-independen...

Vijayakumar Kempuraj, C. Lakshmi · 0 citations

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