Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International ConferenceElectroencephalographyHumansLongitudinal StudiesBrain-Computer InterfacesImagination
Fine-Tuning Strategies for Continual Online EEG Motor Imagery Decoding: Insights from a Large-Scale Longitudinal Study.
Martin Wimpff, Bruno Aristimunha, Sylvain Chevallier, Bin Yang
Published: 202510.1109/EMBC58623.2025.11253543
Abstract
This study investigates continual fine-tuning strategies for deep learning in online longitudinal electroencephalography (EEG) motor imagery (MI) decoding within a causal setting involving a large user group and multiple sessions per participant. We…
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