rcheng805 / rShiftNMFLinks
Code for extraction of muscle synergies from EMG activity. The rShiftNMF algorithm decomposes the EMG into a set of neural commands (H) and activation pattern (W), with activation delays (T) between different muscle activations. Accounting for these delays, T, is important in analysis of EMG activity from spinal cord injury (SCI) patients.
☆21Updated 6 years ago
Alternatives and similar repositories for rShiftNMF
Users that are interested in rShiftNMF are comparing it to the libraries listed below
Sorting:
- Convert Xsens Dot data to OpenSense readable format☆29Updated 2 years ago
- Simple Python interface to the Delsys wireless EMG system☆38Updated 6 years ago
- These codes for reading, pre-processing of sEMG, splitting of sEMG into windows of various sizes, extracting of sEMG features, normalizat…☆32Updated 2 years ago
- This repository contains files for python communication with OTBioelettronica 64 device and it's freely available for all customers that …☆14Updated last year
- The source code for the the manuscript titled [M. AbdelMaseeh, T. W. Chen and D. W. Stashuk, "Extraction and Classification of Multichann…☆25Updated 3 years ago
- R package to extract muscle synergies from electromyogram☆42Updated 5 months ago
- Extract muscle synergies from experimental data obtained using Vicon Nexus using non-negative matrix factorisation.☆19Updated 3 years ago
- Decomposition of sEMG signals via Blind Source Separation☆12Updated last month
- ☆16Updated last year
- An automated approach to analyze motion capture trials in OpenSim☆20Updated 4 years ago
- ☆13Updated 2 years ago
- The Synergy Analyzer Toolbox for MATLAB is an open source software to extract muscle and kinematic synergies☆15Updated last year
- MATLAB implementation of (FAST) ICA decomposition of hd-sEMG signals to motor units☆39Updated 5 months ago
- Neuromusculoskeletal modeling, optical motion capture, inertial motion capture, inverse dynamics, rigid body dynamics, muscle contraction…☆12Updated 2 years ago
- Implementation of surface EMG decomposition as proposed on Francesco Negro et al 2016 J. Neural Eng. 13 026027.☆16Updated 2 years ago
- Matlab interface to identify motor unit spiking activity in real-time and display biofeedbacks based on this activity.☆10Updated 9 months ago
- MATLAB Toolbox to estimate gait measures from acceleration data.☆21Updated last year
- ☆14Updated 6 years ago
- Neuromusculoskeletal Modeling (NMSM) Pipeline codebase☆18Updated this week
- shayanalibhatti / Finger-Movement-Classification-via-Machine-Learning-using-EMG-Armband-for-3D-Printed-Robotic-HandThis repository shows how to classify EMG data coming from Myo Armband using neural networks and interface a 3d printed robotic hand to i…☆80Updated 4 years ago
- A deep latent generative model for learning biosystems☆18Updated 2 years ago
- Batch OpenSim Processing Scripts☆25Updated 4 years ago
- ☆25Updated 8 years ago
- ☆10Updated 4 years ago
- a self-pacing controller for a Bertec force-instrumented treadmill☆16Updated last month
- Open-Source macroscopic (Hill-type) muscle model for forward-dynamic simulations in biophyiscs and biomechanics.☆18Updated 5 years ago
- This is a version of EMGlab software. It contains changes that adapt the EMGlab to new versions of Matlab.☆11Updated 5 years ago
- Source code for multiple parameter modelling of synthetic electromyography data.☆18Updated last year
- ☆18Updated 6 years ago
- biomechZoo is a user-customizable toolbox for the analysis of biomechanical data within the MatLab programming environment. Please take a…☆38Updated 6 months ago