This toolbox offers 40 feature extraction methods (EMAV, EWL, MAV, WL, SSC, ZC, and etc.) for Electromyography (EMG) signals applications.
☆107Jan 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:
- A feature extraction toolbox for EMG signals written in MATLAB☆33Nov 30, 2016Updated 9 years ago
- Surface EMG signal - Feature Extraction☆28Oct 27, 2020Updated 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.☆39Sep 8, 2018Updated 7 years ago
- This repository contains a set of Matlab scripts to process EEG and EMG signals (feature extraction, spectral analysis, ...).☆27Jul 8, 2021Updated 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…☆24Sep 7, 2021Updated 4 years ago
- This repository contain the code we used to divide NinaPro database 5 into train set and test set☆11Mar 14, 2019Updated 7 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
- A deep latent generative model for learning biosystems☆21May 16, 2023Updated 2 years ago
- A real-time signal processing library for EMG sensors. View the README.md to see raw vs. processed signals!☆117Mar 8, 2018Updated 8 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
- Machine learning code implemented for hand gesture recognition using EMG data from the Ninapro db1 database. Report Link: https://drive.…☆47Jan 23, 2024Updated 2 years ago
- sEMG function in MATLAB☆24Dec 5, 2018Updated 7 years ago
- The binary version of Differential Evolution (DE), named as Binary Differential Evolution (BDE) is applied for feature selection tasks.☆11Jan 10, 2021Updated 5 years ago
- ☆22Apr 27, 2022Updated 3 years ago
- ☆13Jan 27, 2023Updated 3 years ago
- Parallel signal feature extraction code. The code was originally written for sEMG, but it can be applied to other data arranged as multip…☆51Sep 12, 2019Updated 6 years ago
- Filter functions for processing EMG signals.☆68Apr 15, 2022Updated 3 years ago
- Domain Adaption for sEMG-based Gesture Recognition with Recurrent Neural Networks☆39Jun 8, 2020Updated 5 years ago
- A simulation model of surface electromyography (sEMG) and force generation☆14Mar 28, 2023Updated 2 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 last year
- sEMG-based gesture recognition using deep learnig☆453Apr 21, 2021Updated 4 years ago
- MATLAB implementation of (FAST) ICA decomposition of hd-sEMG signals to motor units☆46Jan 24, 2025Updated last year
- An EMG Gesture Recognition System with Flexible High-Density Sensors and Brain-Inspired High-Dimensional Classifier☆20Feb 8, 2018Updated 8 years ago
- published in Biomedical Signal Processing and Control☆13May 16, 2020Updated 5 years ago
- Preprocessing and classify EMG signals, using Tensorflow and Tensorflow Lite to deploy an AI model in a ESP32C3☆34Sep 6, 2023Updated 2 years ago
- Improved sEMG-based gesture recognition☆66Nov 25, 2019Updated 6 years ago
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆65May 16, 2019Updated 6 years ago
- 为肌电信号的处理和分类工具。☆33Oct 16, 2017Updated 8 years ago
- An algorithm to estimate muscle tendon properties and/or compute muscle coordination by tracking experimental data with a musculoskeletal…☆35Sep 25, 2024Updated last year
- ☆16Oct 6, 2023Updated 2 years ago
- NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing☆2,152Mar 3, 2026Updated 3 weeks ago
- Simulation framework for a multi-scale skeletal muscle model, for computing EMG signals and muscle contraction.☆29Jan 20, 2024Updated 2 years ago
- R package to extract muscle synergies from electromyogram☆48Aug 26, 2025Updated 6 months ago
- ☆20Mar 5, 2021Updated 5 years ago
- A high content analysis method to study skeletal muscle☆12Apr 26, 2024Updated last year
- No-Reference Video Quality Assessment Using Natural Spatiotemporal Scene Statistics☆15May 30, 2020Updated 5 years ago
- ☆34Jan 28, 2019Updated 7 years ago