gbhand / EMG-CNN
TensorFlow-based Convolutional Neural Network for detection of muscular fatigue in Electromyography (EMG) signals.
☆12Updated 4 years ago
Alternatives and similar repositories for EMG-CNN:
Users that are interested in EMG-CNN are comparing it to the libraries listed below
- EMG Machine Learning Analysis and Feature Extraction for Physical Fatigue Monitoring☆18Updated 4 years ago
- sEMG function in MATLAB☆20Updated 6 years ago
- A RNN Classification of various leg movements using different lower limb muscle sEMG data.☆35Updated 6 years ago
- matlab functions for processing electromyography signals☆42Updated 3 years ago
- Code repo of the paper "A Multi-stream Convolutional Neural Network for sEMG-based Gesture Recognition in Musclecomputer interface".☆23Updated 5 years ago
- Classification of Fatigue in Consumer-grade EEG Using Entropies as Features☆16Updated 4 years ago
- The source code for the the manuscript titled [M. AbdelMaseeh, T. W. Chen and D. W. Stashuk, "Extraction and Classification of Multichann…☆24Updated 3 years ago
- UHD is a surface electromyogram (sEMG) signals database, including original sEMG signals, the starting points and the termination points …☆11Updated 5 years ago
- A package for decomposing multi-channel EMG signals into individual motor unit activity.☆24Updated 2 years ago
- Neural network for classifying electromyographic signals into distinct gestures. Additionally, a comparison of CNN vs LSTM implementation…☆62Updated 6 years ago
- Surface EMG signal - Feature Extraction☆26Updated 4 years ago
- SDK of sEMG function of matlab☆18Updated 8 years ago
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆58Updated 5 years ago
- Multimodal Dataset of Freezing of Gait in Parkinson's Disease☆43Updated 2 years ago
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆34Updated 3 years ago
- A library of different algorithms for Classification of EMG Signal using Python & Scikit Learn☆25Updated 2 years ago
- This repository contains 9 methods for Base Line Wander removal. It also contains 3 similarity metrics that are applied to signals.☆41Updated 3 years ago
- Gesture recording and recognition via surface electromyography☆8Updated 7 years ago
- Cardiovascular Disease Classification Employing Empirical Mode Decomposition (EMD) of Modified ECG☆12Updated last year
- Methods for continuous emotion recognition based on heart rate variability signal. Affect recognition, emotion, HRV, ELM, sSOM, dimensio…☆23Updated 7 years ago
- Detection of Obstructive Sleep Apnea using Heart Rate Variability in ECG Signals using the Time Domain and Frequency Domain methods and C…☆13Updated 5 years ago
- Deep 1D-Convnet for accurate Parkinson disease detection and severity prediction from gait☆27Updated last year
- A custom sEMG dataset developed with the Myo Armband for hand gesture classification☆39Updated 4 years ago
- Simple Python interface to the Delsys wireless EMG system☆37Updated 5 years ago
- A toolbox for Heart-Rate Variability analysis on ECG signals.☆14Updated 5 years ago
- ☆31Updated last year
- Studying facial muscle activation and their relationship with facial kinematics via facial landmarks. Utilizes an Arduino to generate a s…☆6Updated 3 years ago
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆98Updated 4 years ago
- GANs for generating EMG signals☆81Updated 4 years ago
- Extract features from recorded EEG signal to detect driver fatigue with an ML/DL Hybrid Classifier☆14Updated 4 years ago