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:
- 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 6 years ago
- matlab functions for processing electromyography signals☆47Apr 18, 2021Updated 5 years ago
- A feature extraction toolbox for EMG signals written in MATLAB☆33Nov 30, 2016Updated 9 years ago
- Neural network for classifying electromyographic signals into distinct gestures. Additionally, a comparison of CNN vs LSTM implementation…☆71Mar 7, 2019Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Gesture Recognition by Instantaneous Surface EMG Images☆44Mar 19, 2018Updated 8 years ago
- Classification of gestures from EMG readings using a deep learning recurrent neural network☆17May 30, 2020Updated 5 years ago
- SDK of sEMG function of matlab☆17Feb 14, 2017Updated 9 years ago
- This toolbox offers 40 feature extraction methods (EMAV, EWL, MAV, WL, SSC, ZC, and etc.) for Electromyography (EMG) signals applications…☆105Jan 11, 2021Updated 5 years ago
- sEMG function in MATLAB☆24Dec 5, 2018Updated 7 years ago
- Surface EMG signal - Feature Extraction☆29Oct 27, 2020Updated 5 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
- ☆98Feb 17, 2022Updated 4 years ago
- Simple Python interface to the Delsys wireless EMG system☆44May 25, 2019Updated 7 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.
- sEMG-based gesture recognition using deep learnig☆464Apr 21, 2021Updated 5 years ago
- A real-time signal processing library for EMG sensors. View the README.md to see raw vs. processed signals!☆119Mar 8, 2018Updated 8 years ago
- ☆10Apr 30, 2020Updated 6 years ago
- ☆13Jan 27, 2023Updated 3 years ago
- A Python Library for Implementing Human-Computer Interface Experiments☆31Jun 19, 2023Updated 2 years ago
- Implementation in Python/Cython of the algorithm VMD_CVM for signal denoising☆12Jul 29, 2022Updated 3 years ago
- Information driven structured illumination microscopy using noise-controlled image reconstructions☆13Apr 16, 2021Updated 5 years ago
- All code to download datasets for the three classification case studies, compute SPIs, fit SVMs, and visualise results for pyspi publicat…☆12Aug 14, 2023Updated 2 years ago
- Gather sEMG/IMU data from Myo armbands, and obtain real time predictions.☆39May 28, 2019Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A source code for "VIGNet: A deep convolutional neural network for EEG-based driver vigilance estiamtion"☆11May 15, 2022Updated 4 years ago
- Improved sEMG-based gesture recognition☆67Nov 25, 2019Updated 6 years ago
- SFU Stat 341, Introduction to Statistical Computing and Exploratory Data Analysis - R☆13Mar 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
- Using an LSTM and 4d convolutional network for lip reading☆12May 11, 2018Updated 8 years ago
- 基于波士顿房屋租赁价格数据,使用lasso回归算法做特征选择后,分别使用线性回归、Lasso回归、Ridge回归、Elasitic Net四类回归算法构建模型(分别测试1,2,3阶)☆13Aug 15, 2019Updated 6 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 and evaluation of Almanac (Automaton/Logic Multi-Agent Natural Actor-Critic), an algorithm for multi-agent reinforcement l…☆10May 5, 2022Updated 4 years ago
- RBF回归预测模型—波士顿房价案例分析☆17May 15, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Human activity recognition using hidden Markov model.☆10Jan 7, 2018Updated 8 years ago
- Tuning the PI controller parameters by using a contextual bandit approach☆15Jan 13, 2022Updated 4 years ago
- Code of the Hasler project between LASA and CNBI☆12Mar 6, 2020Updated 6 years ago
- Python package for the qwiic VL53L1X distance sensor (4m)☆12Mar 19, 2025Updated last year
- Blind Source Separation: Independent Component Analysis for EEG data with python-MNE package and SSVEP☆12Nov 26, 2018Updated 7 years ago
- This is an on-going project repository☆15Feb 10, 2024Updated 2 years ago
- An evolutionary algorithm-based optimization for tracking weights in the OpenSim Residual Reduction Algorithm (RRA).☆12Jul 17, 2023Updated 2 years ago