larocs / EMG-GANView external linksLinks
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:
- ☆13Jan 27, 2023Updated 3 years ago
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆65May 16, 2019Updated 6 years ago
- A library of different algorithms for Classification of EMG Signal using Python & Scikit Learn☆32Jun 25, 2022Updated 3 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
- Electromyography (EMG) based convolutional neural network for hand gesture classification.☆13Mar 31, 2022Updated 3 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 last year
- 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…☆68Oct 31, 2024Updated last year
- 肌电信号深度学习毕业论文☆56Apr 2, 2025Updated 10 months ago
- ☆32Apr 3, 2023Updated 2 years ago
- [IEEE NER 2023] EffiE: Efficient Convolutional Neural Network for Real-Time EMG Pattern Recognition System on Edge Devices☆17Sep 28, 2023Updated 2 years ago
- A deep latent generative model for learning biosystems☆20May 16, 2023Updated 2 years ago
- Gesture Recognition by Instantaneous Surface EMG Images☆44Mar 19, 2018Updated 7 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.☆40Sep 28, 2021Updated 4 years ago
- A custom sEMG dataset developed with the Myo Armband for hand gesture classification☆44Apr 20, 2020Updated 5 years ago
- Package for decomposing EMG signals into motor unit firings, as used in Formento et al 2021.☆26Nov 23, 2021Updated 4 years ago
- ☆84Mar 24, 2023Updated 2 years ago
- ☆97Feb 17, 2022Updated 3 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…☆15Dec 26, 2021Updated 4 years ago
- Soft Actor Critic for training musculoskeletal models☆19Nov 11, 2025Updated 3 months ago
- A feature extraction toolbox for EMG signals written in MATLAB☆33Nov 30, 2016Updated 9 years ago
- Surface Electromyograph (SEMG) Control for a robotic hand☆14Mar 21, 2020Updated 5 years ago
- A sample python package deployment utility for NINAPRO dataset.☆13Jan 29, 2024Updated 2 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
- 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
- HoloViz+Bokeh for Neuroscience☆24Apr 17, 2025Updated 9 months ago
- matlab functions for processing electromyography signals☆47Apr 18, 2021Updated 4 years ago
- ☆20Jun 15, 2019Updated 6 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
- [NeurIPS 2023 Spotlight] Official Repo for "Extraction and Recovery of Dpatio-temporal Structure in Latent Dynamics Alignment with Diffus…☆51Dec 30, 2025Updated last month
- Score-based diffusion method for surface electromyograpny signal denoising☆22Jun 3, 2024Updated last year
- Parallel signal feature extraction code. The code was originally written for sEMG, but it can be applied to other data arranged as multip…☆50Sep 12, 2019Updated 6 years ago
- ☆28Aug 16, 2023Updated 2 years ago
- A Python Library for Implementing Human-Computer Interface Experiments☆31Jun 19, 2023Updated 2 years ago
- Synthesize plausible ECG signals via Generative adversarial networks☆26Sep 11, 2022Updated 3 years ago