GANs for generating EMG signals
☆89Apr 21, 2020Updated 5 years ago
Alternatives and similar repositories for EMG-GAN
Users that are interested in EMG-GAN are comparing it to the libraries listed below
Sorting:
- ☆14Mar 24, 2023Updated 2 years ago
- Code repo of the paper "A Multi-stream Convolutional Neural Network for sEMG-based Gesture Recognition in Musclecomputer interface".☆25May 15, 2019Updated 6 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…☆23Sep 12, 2018Updated 7 years ago
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆124Jul 9, 2020Updated 5 years ago
- Neural network for classifying electromyographic signals into distinct gestures. Additionally, a comparison of CNN vs LSTM implementation…☆72Mar 7, 2019Updated 6 years ago
- Source code for multiple parameter modelling of synthetic electromyography data.☆21Feb 21, 2024Updated 2 years ago
- sEMG-based gesture recognition using deep learnig☆450Apr 21, 2021Updated 4 years ago
- The source code for the real-time hand gesture recognition algorithm based on Temporal Muscle Activation maps of multi-channel surface el…☆69Oct 31, 2024Updated last year
- ☆32Apr 3, 2023Updated 2 years ago
- 肌电信号深度学习毕业论文☆57Apr 2, 2025Updated 11 months ago
- This toolbox offers 40 feature extraction methods (EMAV, EWL, MAV, WL, SSC, ZC, and etc.) for Electromyography (EMG) signals applications…☆106Jan 11, 2021Updated 5 years ago
- [IEEE NER 2023] EffiE: Efficient Convolutional Neural Network for Real-Time EMG Pattern Recognition System on Edge Devices☆18Sep 28, 2023Updated 2 years ago
- A deep latent generative model for learning biosystems☆21May 16, 2023Updated 2 years ago
- The processing flow of Ninapro datasets and the pytorch dataloader of the processed Ninapro data.☆33Sep 26, 2021Updated 4 years ago
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆41Sep 28, 2021Updated 4 years ago
- Neural network for sEMG and A-mode ultrasound based hand gesture recognition☆12Aug 13, 2021Updated 4 years ago
- Package for decomposing EMG signals into motor unit firings, as used in Formento et al 2021.☆26Nov 23, 2021Updated 4 years ago
- ☆98Feb 17, 2022Updated 4 years ago
- A helper library to perform essential manipulations on time-series EMG data of NinaPro DB2☆11Mar 21, 2020Updated 5 years ago
- The purpose of this unit is to introduce you to the measurement and analysis of electrical activity generated by skeletal muscle, includi…☆16Dec 26, 2021Updated 4 years ago
- using WGAN to generate fault bearing vibration signals☆52May 16, 2018Updated 7 years ago
- This is an implementation of gesture recognition using a light weight convolutional neural network (CNN) - MobilenetV2. The recognition i…☆13Oct 29, 2024Updated last year
- A sample python package deployment utility for NINAPRO dataset.☆13Jan 29, 2024Updated 2 years ago
- Captures EMG signals from GForcePro and play sound according to individual channel signal.☆17Aug 19, 2025Updated 6 months ago
- Surface Electromyograph (SEMG) Control for a robotic hand☆14Mar 21, 2020Updated 5 years ago
- Accompaniment code for 'Hilbert sEMG data scanning for hand gesture recognition based on Deep Learning' published in NCAA.☆30Feb 7, 2023Updated 3 years ago
- Temporal information enhanced EEGNet☆13Feb 27, 2023Updated 3 years ago
- Gather sEMG/IMU data from Myo armbands, and obtain real time predictions.☆39May 28, 2019Updated 6 years ago
- MATLAB implementation of (FAST) ICA decomposition of hd-sEMG signals to motor units☆46Jan 24, 2025Updated last year
- Python package for offline and real-time myoelectric control by using sEMG and IMU signals [ALPHA].☆37Jun 10, 2019Updated 6 years ago
- ☆16Apr 7, 2023Updated 2 years ago
- Machine learning code implemented for hand gesture recognition using EMG data from the Ninapro db1 database. Report Link: https://drive.…☆46Jan 23, 2024Updated 2 years ago
- HoloViz+Bokeh for Neuroscience☆24Apr 17, 2025Updated 10 months ago
- ☆20Jun 15, 2019Updated 6 years ago
- Implementation of surface EMG decomposition as proposed on Francesco Negro et al 2016 J. Neural Eng. 13 026027.☆19May 7, 2023Updated 2 years ago
- This repository shows how to classify EMG data coming from Myo Armband using neural networks and interface a 3d printed robotic hand to i…☆87Dec 30, 2020Updated 5 years ago
- Code of the paper "Assessing the influence of LSTM and post-processing in CNN based Hand Gesture Recognition using EMG"☆21May 10, 2023Updated 2 years ago
- ☆27Mar 26, 2024Updated last year
- Surface EMG-based Inter-session Gesture Recognition Enhanced by Deep Domain Adaptation☆22Mar 4, 2017Updated 9 years ago