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@Open-EXG

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-DPN Public

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

    Python 43 4

  2. EMGFlow EMGFlow Public

    A flow matching framework for EMG generation

    Python 6

  3. Toolbox-Hyser Toolbox-Hyser Public

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

    MATLAB 4

  4. Multi-Source-CDEM Multi-Source-CDEM Public

    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-Detection Public

    Python 3 1

  6. Deep-Forest-EMG Deep-Forest-EMG Public

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

    Python 2

Repositories

Showing 10 of 14 repositories
  • HandDisentanglement Public
    Open-EXG/HandDisentanglement's past year of commit activity
    Python 2 0 0 0 Updated Aug 25, 2026
  • AG-SCL-for-Long-Tailed-ECG Public

    AG-SCL: A method for rare-arrhythmia detection in long-tailed ECG using direction-aware contrastive learning and adaptive class-prior calibration.

    Open-EXG/AG-SCL-for-Long-Tailed-ECG's past year of commit activity
    Python 1 MIT 0 1 0 Updated Jul 17, 2026
  • EMG-signal-super-resolution Public
    Open-EXG/EMG-signal-super-resolution's past year of commit activity
    Python 0 0 0 0 Updated Jul 16, 2026
  • EMGDM Public
    Open-EXG/EMGDM's past year of commit activity
    Python 1 0 0 0 Updated May 18, 2026
  • handDistill Public
    Open-EXG/handDistill's past year of commit activity
    Python 1 0 0 0 Updated May 15, 2026
  • EMGFlow Public

    A flow matching framework for EMG generation

    Open-EXG/EMGFlow's past year of commit activity
    Python 6 0 1 0 Updated Apr 16, 2026
  • EEG-PLTA Public
    Open-EXG/EEG-PLTA's past year of commit activity
    Python 2 0 0 0 Updated Jan 6, 2026
  • DGDCN-EEG-Seizure-Detection Public
    Open-EXG/DGDCN-EEG-Seizure-Detection's past year of commit activity
    Python 1 0 0 0 Updated Jul 18, 2025
  • DataAug-for-EEG-Seizure-Detection Public
    Open-EXG/DataAug-for-EEG-Seizure-Detection's past year of commit activity
    Python 3 1 0 0 Updated Jun 26, 2025
  • SST-DPN Public

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

    Open-EXG/SST-DPN's past year of commit activity
    Python 43 4 2 0 Updated Mar 18, 2025
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