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
Alternatives and similar repositories for EMG-Feature-Extraction-Toolbox
Users that are interested in EMG-Feature-Extraction-Toolbox are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆25Jun 24, 2020Updated 5 years ago
- A library of different algorithms for Classification of EMG Signal using Python & Scikit Learn☆32Jun 25, 2022Updated 3 years ago
- matlab functions for processing electromyography signals☆47Apr 18, 2021Updated 5 years ago
- This toolbox offers 30 types of EEG feature extraction methods (HA, HM, HC, and etc.) for Electroencephalogram (EEG) applications.☆93Jan 10, 2021Updated 5 years ago
- A RNN Classification of various leg movements using different lower limb muscle sEMG data.☆38Sep 8, 2018Updated 7 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Neural network for classifying electromyographic signals into distinct gestures. Additionally, a comparison of CNN vs LSTM implementation…☆71Mar 7, 2019Updated 7 years ago
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆127Jul 9, 2020Updated 5 years ago
- Surface electromyography based gesture recognition based on dual-stream CNN☆14Jun 7, 2023Updated 2 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
- Demonstration on how binary grey wolf optimization (BGWO) applied in the feature selection task.☆35Mar 7, 2021Updated 5 years ago
- Simple, fast and ease of implementation. The filter feature selection methods include Relief-F, PCC, TV, and NCA.☆24Jan 10, 2021Updated 5 years ago
- The binary version of Harris Hawk Optimization (HHO), called Binary Harris Hawk Optimization (BHHO) is applied for feature selection task…☆14Jan 10, 2021Updated 5 years ago
- Machine learning code implemented for hand gesture recognition using EMG data from the Ninapro db1 database. Report Link: https://drive.…☆48Jan 23, 2024Updated 2 years ago
- sEMG function in MATLAB☆24Dec 5, 2018Updated 7 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A sample python package deployment utility for NINAPRO dataset.☆13Jan 29, 2024Updated 2 years ago
- Source code for multiple parameter modelling of synthetic electromyography data.☆21Feb 21, 2024Updated 2 years ago
- ☆22Apr 27, 2022Updated 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
- Accompaniment code for 'Hilbert sEMG data scanning for hand gesture recognition based on Deep Learning' published in NCAA.☆30Feb 7, 2023Updated 3 years ago
- ☆10Apr 30, 2020Updated 6 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…☆89Dec 30, 2020Updated 5 years ago
- The source code for the real-time hand gesture recognition algorithm based on Temporal Muscle Activation maps of multi-channel surface el…☆75Oct 31, 2024Updated last year
- Example scripts for putEMG electromyographic database processing☆11Dec 28, 2020Updated 5 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Code of the paper "Assessing the influence of LSTM and post-processing in CNN based Hand Gesture Recognition using EMG"☆23May 10, 2023Updated 2 years ago
- A list of public EMG datasets and their papers, with a focus on raw EMG signals.☆97Feb 28, 2024Updated 2 years ago
- The purpose of this unit is to introduce you to the measurement and analysis of electrical activity generated by skeletal muscle, includi…☆17Dec 26, 2021Updated 4 years ago
- Gesture Recognition by Instantaneous Surface EMG Images☆44Mar 19, 2018Updated 8 years ago
- Official pytorch implementation of Cross Modality Knowledge Distillation between A-mode Ultrasound and Surface Electromyography.☆14May 23, 2023Updated 2 years ago
- ☆27Mar 26, 2024Updated 2 years ago
- An EMG Gesture Recognition System with Flexible High-Density Sensors and Brain-Inspired High-Dimensional Classifier☆21Feb 8, 2018Updated 8 years ago
- A simulation model of surface electromyography (sEMG) and force generation☆16Mar 28, 2023Updated 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…☆22Sep 12, 2018Updated 7 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Preprocessing and classify EMG signals, using Tensorflow and Tensorflow Lite to deploy an AI model in a ESP32C3☆35Sep 6, 2023Updated 2 years ago
- Convolutional Neural Networks On Ninapro datasets☆18Nov 28, 2017Updated 8 years ago
- UHD is a surface electromyogram (sEMG) signals database, including original sEMG signals, the starting points and the termination points …☆12Dec 4, 2019Updated 6 years ago
- Improved sEMG-based gesture recognition☆67Nov 25, 2019Updated 6 years ago
- Surface EMG-based Inter-session Gesture Recognition Enhanced by Deep Domain Adaptation☆22Mar 4, 2017Updated 9 years ago
- Continuous Estimation of Human Joint Angles From sEMG Using a Multi-Feature Temporal Convolutional Attention-Based Network☆14Dec 19, 2023Updated 2 years ago
- Code to import and manipulate muscle time series data, including ultrasound-extracted muscle deformation, sEMG, and output force. Used in…☆19Apr 21, 2026Updated 2 weeks ago