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Ming-Sheng Shang

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#machine learning Preprint Sep 2026

Adaptive Forgetting for Nonstationary Optimization: Towards Robust EEG Decoding

Electroencephalography (EEG) provides non-invasive monitoring of brain activity and is widely used in emotion recognition, motor imagery and sleep staging. Although within-subject decoding has achieved considerable progress, cross-subject generalization remains a central challenge in practical applications. EEG decoder...

Hongyu Zhu, Lin Chen, Jing Chen et al. · 0 citations

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