Liangxun Shuo

MSTDualNet: multi-scale state-space dual-branch network for electroencephalography-based motor imagery decoding

Deep learning has substantially advanced electroencephalography (EEG)-based motor imagery (MI) decoding. However, existing MI-EEG decoding models insufficiently capture temporal dynamics at multiple resolutions, which are important for EEG signals containing transient event-relat...