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:
- A library of different algorithms for Classification of EMG Signal using Python & Scikit Learn☆32Jun 25, 2022Updated 4 years ago
- This toolbox offers 8 machine learning methods including KNN, SVM, DA, DT, and etc., which are simpler and easy to implement.☆24Jan 10, 2021Updated 5 years ago
- matlab functions for processing electromyography signals☆47Apr 18, 2021Updated 5 years ago
- This toolbox contains 6 types of neural networks, which is simple and easy to implement.☆10Jan 10, 2021Updated 5 years ago
- Surface EMG signal - Feature Extraction☆31Oct 27, 2020Updated 6 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.
- Final Year Project: Surface Electromyography (sEMG) Silent Speech - Automatic Speech Recognition (ASR)☆12Aug 31, 2022Updated 4 years ago
- This toolbox offers 30 types of EEG feature extraction methods (HA, HM, HC, and etc.) for Electroencephalogram (EEG) applications.☆95Jan 10, 2021Updated 5 years ago
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆135Jul 9, 2020Updated 6 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 5 years ago
- This is an on-going project repository☆15Feb 10, 2024Updated 2 years ago
- This repository contains a set of Matlab scripts to process EEG and EMG signals (feature extraction, spectral analysis, ...).☆30Jul 8, 2021Updated 5 years ago
- This repository contain the code we used to divide NinaPro database 5 into train set and test set☆10Mar 14, 2019Updated 7 years ago
- sEMG function in MATLAB☆24Dec 5, 2018Updated 7 years ago
- A real-time signal processing library for EMG sensors. View the README.md to see raw vs. processed signals!☆123Mar 8, 2018Updated 8 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Implementation of surface EMG decomposition as proposed on Francesco Negro et al 2016 J. Neural Eng. 13 026027.☆19May 7, 2023Updated 3 years ago
- Experiment use EMG signals to detect muscle fatigue.☆11Dec 23, 2017Updated 8 years ago
- 肌电信号深度学习毕业论文☆59Apr 2, 2025Updated last year
- Simple, fast and ease of implementation. The filter feature selection methods include Relief-F, PCC, TV, and NCA.☆24Jan 10, 2021Updated 5 years ago
- ☆25Jan 11, 2023Updated 3 years ago
- Simple algorithm shows how binary particle swarm optimization (BPSO) used in feature selection problem.☆10Jan 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
- A sample python package deployment utility for NINAPRO dataset.☆13Jan 29, 2024Updated 2 years ago
- ☆11Aug 20, 2025Updated last year
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- This is an implementation of gesture recognition using a light weight convolutional neural network (CNN) - MobilenetV2. The recognition i…☆17Oct 29, 2024Updated 2 years ago
- Classification of hand activities by a Hybrid CNN-BiLSTM based architecture using sEMG signals☆10Mar 11, 2023Updated 3 years ago
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆69May 16, 2019Updated 7 years ago
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆46Sep 28, 2021Updated 5 years ago
- Accompaniment code for 'Hilbert sEMG data scanning for hand gesture recognition based on Deep Learning' published in NCAA.☆31Feb 7, 2023Updated 3 years ago
- ☆13Jan 27, 2023Updated 3 years ago
- Preprocessing and classify EMG signals, using Tensorflow and Tensorflow Lite to deploy an AI model in a ESP32C3☆38Sep 6, 2023Updated 3 years ago
- This is a version of EMGlab software. It contains changes that adapt the EMGlab to new versions of Matlab.☆14Dec 10, 2019Updated 6 years ago
- Multisignal Wavelet Transform Feature Extraction☆15Mar 11, 2020Updated 6 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.
- 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
- The asympPDC Package is a MATLAB and Octave package for Partial Directed Coherence (PDC) and Directed Transfer Function (DTF) estimation …☆23Jan 19, 2023Updated 3 years ago
- Gesture Recognition by Instantaneous Surface EMG Images☆45Mar 19, 2018Updated 8 years ago
- Generalized Discriminant Analysis (GDA) - non-linear feature dimensionality reduction technique☆19Apr 7, 2016Updated 10 years ago
- A list of public EMG datasets and their papers, with a focus on raw EMG signals.☆103Feb 28, 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
- TensorFlow-based Convolutional Neural Network for detection of muscular fatigue in Electromyography (EMG) signals.☆16Oct 28, 2020Updated 6 years ago