The source code for the the manuscript titled [M. AbdelMaseeh, T. W. Chen and D. W. Stashuk, "Extraction and Classification of Multichannel Electromyographic Activation Trajectories for Hand Movement Recognition," in IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 24, no. 6, pp. 662-673, June 2016.]. The paper proposes a…
☆24Sep 7, 2021Updated 4 years ago
Alternatives and similar repositories for EMG-Movement-Recognition
Users that are interested in EMG-Movement-Recognition are comparing it to the libraries listed below
Sorting:
- Convolutional Neural Networks On Ninapro datasets☆18Nov 28, 2017Updated 8 years ago
- This repository contain the code we used to divide NinaPro database 5 into train set and test set☆11Mar 14, 2019Updated 6 years ago
- ☆21Jun 15, 2019Updated 6 years ago
- A toolbox for offline muscle activity onset/offset detection in multi-channel EMG data☆17Apr 7, 2023Updated 2 years ago
- Evaluate gesture detection and recognition models on the NinaPro dataset and newly collected data.☆24May 28, 2019Updated 6 years ago
- SDK of sEMG function of matlab☆18Feb 14, 2017Updated 9 years ago
- EMG feature calculator for putEMG dataset☆10Jan 8, 2020Updated 6 years ago
- matlab functions for processing electromyography signals☆47Apr 18, 2021Updated 4 years ago
- An EMG Gesture Recognition System with Flexible High-Density Sensors and Brain-Inspired High-Dimensional Classifier☆20Feb 8, 2018Updated 8 years ago
- Neural network for classifying electromyographic signals into distinct gestures. Additionally, a comparison of CNN vs LSTM implementation…☆72Mar 7, 2019Updated 7 years ago
- Gesture Recognition by Instantaneous Surface EMG Images☆44Mar 19, 2018Updated 7 years ago
- A feature extraction toolbox for EMG signals written in MATLAB☆33Nov 30, 2016Updated 9 years ago
- A RNN Classification of various leg movements using different lower limb muscle sEMG data.☆40Sep 8, 2018Updated 7 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
- Classification of gestures from EMG readings using a deep learning recurrent neural network☆17May 30, 2020Updated 5 years ago
- sEMG-based gesture recognition using deep learnig☆451Apr 21, 2021Updated 4 years ago
- sEMG function in MATLAB☆24Dec 5, 2018Updated 7 years ago
- This dataset contains ~7000 samples of finger motion taken with myo armband (8 electrodes)☆22Dec 23, 2018Updated 7 years ago
- 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
- A Python Library for Implementing Human-Computer Interface Experiments☆31Jun 19, 2023Updated 2 years ago
- An evolutionary algorithm-based optimization for tracking weights in the OpenSim Residual Reduction Algorithm (RRA).☆11Jul 17, 2023Updated 2 years ago
- A real-time signal processing library for EMG sensors. View the README.md to see raw vs. processed signals!☆116Mar 8, 2018Updated 8 years ago
- Code repo of the paper "A Multi-stream Convolutional Neural Network for sEMG-based Gesture Recognition in Musclecomputer interface".☆25May 15, 2019Updated 6 years ago
- Improved sEMG-based gesture recognition☆66Nov 25, 2019Updated 6 years ago
- A library of different algorithms for Classification of EMG Signal using Python & Scikit Learn☆32Jun 25, 2022Updated 3 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…☆87Dec 30, 2020Updated 5 years ago
- R package to extract muscle synergies from electromyogram☆48Aug 26, 2025Updated 6 months ago
- Gather sEMG/IMU data from Myo armbands, and obtain real time predictions.☆39May 28, 2019Updated 6 years ago
- Python package for offline and real-time myoelectric control by using sEMG and IMU signals [ALPHA].☆37Jun 10, 2019Updated 6 years ago
- Implementation and evaluation of Almanac (Automaton/Logic Multi-Agent Natural Actor-Critic), an algorithm for multi-agent reinforcement l…☆10May 5, 2022Updated 3 years ago
- Lumbar Model Generator☆13Jul 28, 2017Updated 8 years ago
- Stuff related to the BMClab public datasets☆10Feb 27, 2026Updated last week
- Repository of body segment parameter models☆12Feb 12, 2019Updated 7 years ago
- Generates provably correct trajectories from cLTL specifications for large collection of agents☆11Jul 13, 2019Updated 6 years ago
- 使用多元线性回归模型对中国人口增长率进行分析☆11Apr 23, 2022Updated 3 years ago
- Pose Detection by using Web (Mobile / Laptop) Camera☆11Jun 10, 2021Updated 4 years ago
- Bone deformation tool designed for applying torsional profiles to bones of musculoskeletal models used in OpenSim☆11Jan 24, 2025Updated last year
- published in Biomedical Signal Processing and Control☆13May 16, 2020Updated 5 years ago
- The Movement Analysis Engine is able to analyze movements and provide events based on a described movements sequence (Labanotation). The …☆10Jan 6, 2020Updated 6 years ago