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MIND@SJTU

MIND Lab | Machine Intelligence for Neural Decoding: AI-driven biosignal (EMG/EEG/ECG) decoding for rehabilitation & healthcare.

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  1. SST-DPN SST-DPNPublic

    A Lightweight and High Performance Neural network for MI-EEG decoding

    Python 40 4

  2. EMGFlow EMGFlowPublic

    A flow matching framework for EMG generation

    Python 6

  3. Toolbox-Hyser Toolbox-HyserPublic

    This code package can perform baseline results for "Hyser" EMG dataset.

    MATLAB 4

  4. Multi-Source-CDEM Multi-Source-CDEMPublic

    A Demo: A Robust Engineering Framework of Cross-subject Gestrue Classification for Real-time Implementation based on High-density sEMG

    MATLAB 3 1

  5. DataAug-for-EEG-Seizure-Detection DataAug-for-EEG-Seizure-DetectionPublic

    Python 3 1

  6. Deep-Forest-EMG Deep-Forest-EMGPublic

    This code package employed deep forest to decode high-density EMG for hand gesture recognition

    Python 2

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