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…
☆23Sep 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
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☆10Mar 14, 2019Updated 7 years ago
- ☆21Jun 15, 2019Updated 7 years ago
- matlab functions for processing electromyography signals☆47Apr 18, 2021Updated 5 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
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Gesture Recognition by Instantaneous Surface EMG Images☆45Mar 19, 2018Updated 8 years ago
- Code for our paper☆10Dec 24, 2018Updated 7 years ago
- A RNN Classification of various leg movements using different lower limb muscle sEMG data.☆38Sep 8, 2018Updated 7 years ago
- Classification of gestures from EMG readings using a deep learning recurrent neural network☆17May 30, 2020Updated 6 years ago
- This dataset contains ~7000 samples of finger motion taken with myo armband (8 electrodes)☆22Dec 23, 2018Updated 7 years ago
- SDK of sEMG function of matlab☆17Feb 14, 2017Updated 9 years ago
- sEMG function in MATLAB☆24Dec 5, 2018Updated 7 years ago
- Surface EMG signal - Feature Extraction☆31Oct 27, 2020Updated 5 years ago
- A library of different algorithms for Classification of EMG Signal using Python & Scikit Learn☆32Jun 25, 2022Updated 4 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- 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
- Simple Python interface to the Delsys wireless EMG system☆44May 25, 2019Updated 7 years ago
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆68May 16, 2019Updated 7 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…☆88Dec 30, 2020Updated 5 years ago
- ☆98Feb 17, 2022Updated 4 years ago
- sEMG-based gesture recognition using deep learnig☆471Apr 21, 2021Updated 5 years ago
- Python module to get data from a Myo armband using a generic BLE interface☆25Jan 4, 2023Updated 3 years ago
- ☆13Jan 27, 2023Updated 3 years ago
- A Python Library for Implementing Human-Computer Interface Experiments☆32Jun 19, 2023Updated 3 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Implementation in Python/Cython of the algorithm VMD_CVM for signal denoising☆12Jul 29, 2022Updated 4 years ago
- Python functions and important data for working on NinaPro database 1 & 2☆21Dec 27, 2022Updated 3 years ago
- A source code for "VIGNet: A deep convolutional neural network for EEG-based driver vigilance estiamtion"☆12May 15, 2022Updated 4 years ago
- Improved sEMG-based gesture recognition☆67Nov 25, 2019Updated 6 years ago
- Gather sEMG/IMU data from Myo armbands, and obtain real time predictions.☆38May 28, 2019Updated 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…☆21Sep 12, 2018Updated 7 years ago
- Code repo of the paper "A Multi-stream Convolutional Neural Network for sEMG-based Gesture Recognition in Musclecomputer interface".☆25May 15, 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 3 years ago
- Compute Effort To Compress (ETC) using the NSRPS algorithm in Python☆19Apr 1, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Implementation of EEG signal classification.☆60Jun 30, 2016Updated 10 years ago
- A Convolutional Neural Network for Real Time robot pose estimation by RGB Image☆13Nov 23, 2022Updated 3 years ago
- This is my Master thesis which evaluates 6D pose estimating deep learning methods for usage in an AR use case. It includes 2 new proxies …☆17Feb 7, 2020Updated 6 years ago
- Code of the Hasler project between LASA and CNBI☆12Mar 6, 2020Updated 6 years ago
- Classification of eeg signals using knn and svm based upon significant features☆14Jan 10, 2023Updated 3 years ago
- Official repository for EMGBench, a domain generalization and adaptation machine learning benchmark for EMG gesture recognition (NeurIPS …☆22Sep 22, 2025Updated 10 months ago
- published in Biomedical Signal Processing and Control☆12May 16, 2020Updated 6 years ago