meena-abdelmaseeh / EMG-Movement-RecognitionLinks
The source code for the the manuscript titled [M. AbdelMaseeh, T. W. Chen and D. W. Stashuk, "Extraction and Classification of Multichannel Electromyographic Activation Trajectories for Hand Movement Recognition," in IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 24, no. 6, pp. 662-673, June 2016.]. The paper proposes a…
☆24Updated 4 years ago
Alternatives and similar repositories for EMG-Movement-Recognition
Users that are interested in EMG-Movement-Recognition are comparing it to the libraries listed below
Sorting:
- Python package for offline and real-time myoelectric control by using sEMG and IMU signals [ALPHA].☆35Updated 6 years ago
- SDK of sEMG function of matlab☆18Updated 8 years ago
- ☆19Updated 6 years ago
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆65Updated 6 years ago
- Decomposition of sEMG signals via Blind Source Separation☆14Updated 7 months ago
- ☆19Updated 2 years ago
- This is BandMyo Dataset for sEMG based gesture recognition☆11Updated 4 years ago
- Neural network for classifying electromyographic signals into distinct gestures. Additionally, a comparison of CNN vs LSTM implementation…☆70Updated 6 years ago
- MATLAB implementation of (FAST) ICA decomposition of hd-sEMG signals to motor units☆42Updated 10 months ago
- Gather sEMG/IMU data from Myo armbands, and obtain real time predictions.☆39Updated 6 years ago
- Implementation of surface EMG decomposition as proposed on Francesco Negro et al 2016 J. Neural Eng. 13 026027.☆18Updated 2 years ago
- The source code for the real-time hand gesture recognition algorithm based on Temporal Muscle Activation maps of multi-channel surface el…☆66Updated last year
- matlab functions for processing electromyography signals☆46Updated 4 years ago
- Code for extraction of muscle synergies from EMG activity. The rShiftNMF algorithm decomposes the EMG into a set of neural commands (H) a…☆23Updated 7 years ago
- Gesture Recognition by Instantaneous Surface EMG Images☆44Updated 7 years ago
- This toolbox offers 40 feature extraction methods (EMAV, EWL, MAV, WL, SSC, ZC, and etc.) for Electromyography (EMG) signals applications…☆106Updated 4 years ago
- ☆12Updated 4 years ago
- Surface EMG signal - Feature Extraction☆29Updated 5 years ago
- Convolutional Neural Networks On Ninapro datasets☆18Updated 8 years ago
- A real-time signal processing library for EMG sensors. View the README.md to see raw vs. processed signals!☆113Updated 7 years ago
- sEMG function in MATLAB☆22Updated 7 years ago
- Simple Python interface to the Delsys wireless EMG system☆41Updated 6 years ago
- Improved sEMG-based gesture recognition☆66Updated 6 years ago
- Python functions and important data for working on NinaPro database 1 & 2☆22Updated 2 years ago
- A RNN Classification of various leg movements using different lower limb muscle sEMG data.☆40Updated 7 years ago
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆114Updated 5 years ago
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆39Updated 4 years ago
- GANs for generating EMG signals☆88Updated 5 years ago
- ☆34Updated 6 years ago
- Surface electromyography based gesture recognition based on dual-stream CNN☆13Updated 2 years ago