The-Motor-Unit / EMGdecomPyLinks
A package for decomposing multi-channel EMG signals into individual motor unit activity.
☆31Updated 3 years ago
Alternatives and similar repositories for EMGdecomPy
Users that are interested in EMGdecomPy are comparing it to the libraries listed below
Sorting:
- This toolbox offers 40 feature extraction methods (EMAV, EWL, MAV, WL, SSC, ZC, and etc.) for Electromyography (EMG) signals applications…☆104Updated 4 years ago
- Implementation of surface EMG decomposition as proposed on Francesco Negro et al 2016 J. Neural Eng. 13 026027.☆17Updated 2 years ago
- Source code for multiple parameter modelling of synthetic electromyography data.☆19Updated last year
- A deep latent generative model for learning biosystems☆18Updated 2 years ago
- Package for decomposing EMG signals into motor unit firings, as used in Formento et al 2021.☆26Updated 3 years ago
- MATLAB implementation of (FAST) ICA decomposition of hd-sEMG signals to motor units☆39Updated 7 months ago
- EEG Artifact Removal Using Deep Learning (source code, IEEE Journal of Biomedical and Health Informatics)☆37Updated 3 years ago
- A library of different algorithms for Classification of EMG Signal using Python & Scikit Learn☆28Updated 3 years ago
- Artifact Subspace Reconstruction for Python☆56Updated 2 months ago
- Decomposition of sEMG signals via Blind Source Separation☆12Updated 3 months ago
- Python package for offline and real-time myoelectric control by using sEMG and IMU signals [ALPHA].☆34Updated 6 years ago
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG by Akara Supratak and Yike Guo fro…☆152Updated 2 years ago
- Sleep stage detection using ECG☆133Updated this week
- This is a version of EMGlab software. It contains changes that adapt the EMGlab to new versions of Matlab.☆11Updated 5 years ago
- ☆48Updated last week
- GANs for generating EMG signals☆89Updated 5 years ago
- Deep learning model for EEG artifact removal☆76Updated 3 years ago
- ☆14Updated 5 months ago
- Real-time EEG Source-Mapping Toolbox (REST): Online ICA and Source Localization☆84Updated 6 months ago
- EEGdenoiseNet, a benchmark dataset, that is suited for training and testing deep learning-based EEG denoising models, as well as for comp…☆204Updated 2 years ago
- A powerful toolbox for the analysis of HD-EMG recordings☆47Updated 2 months ago
- ☆32Updated 2 years ago
- App to decompose electromyographic signals and manually edit the motor unit pulse trains☆33Updated 11 months ago
- This repo contains a list of papers for sleep stage classification using deep learning based techniques starting from 2017-afterwards. I …☆66Updated 2 years ago
- Hands-on tutorial on deep learning for EEG classification.☆81Updated last year
- Transformer-based fNIRS Classification. Paper: Transformer Model for Functional Near-Infrared Spectroscopy Classification☆76Updated 7 months ago
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆63Updated 6 years ago
- modify self-attention model for EEG signal as input and image embedding layer as output☆103Updated 6 years ago
- A list of public EMG datasets and their papers, with a focus on raw EMG signals.☆58Updated last year
- Surface EMG signal - Feature Extraction☆28Updated 4 years ago