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Xiao-Meng Zhao

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Open access Sep 2026

A dynamic multi-branch EEG decoding network for motor imagery classification with preliminary clinical validation

Motor imagery electroencephalography (MI-EEG) decoding remains challenging because of the low signal-to-noise ratio, non-stationarity, and inter-subject variability of EEG signals. This study proposes a dynamic multi-branch EEG decoding network (DMB-EDN) that jointly models temporal dynamics, learnable time-frequency p...

Jing-Xin Cai, Meng-Yao Gao, Guang-Yu Li et al. · 0 citations

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