semg
Here are 20 public repositories matching this topic...
Collection of Arduino code for my bachelorthesis which is a cybernetic prosthetic prototype of the right arm that can be controlled via surface level EMG sensors on the lower forearm.
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Jul 12, 2024 - C++
EMG-based Gesture Recognition for Robot Control
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Apr 5, 2021 - Jupyter Notebook
Python algorithm to assess muscle activation patterns during cyclical movements
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Sep 10, 2024 - Python
Shazam is an application used for audio segments recognition, based on digital fingerprint which are extracted from a time-frequency graph (spectrogram). In this approach, we extend its uses to sEMG signal classification .
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Apr 28, 2022 - MATLAB
Movement classification from sEMG signals across different subjects.
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Dec 13, 2023 - Jupyter Notebook
A comprehensive sEMG dataset recorded at Mayo Hospital Lahore and National University of Sciences & Technology. It includes raw signals from healthy subjects and stroke patients performing six upper limb gestures, captured with Myo armband following rigorous ethical standards.
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Oct 11, 2023
Auto-learning search framework based on a weighted double Q-learning algorithm:"Integrated block-wise neural network with auto-learning search framework for finger gesture recognition using sEMG signals"
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Jan 28, 2024 - Python
Computationally-free personalization at test time for sEMG gesture classification. Fast (gpu/cpu) ninapro API.
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Jun 24, 2024 - Python
This repository contains sEMG Data of 13 subjects recorded with the Myo Armband.
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Jan 8, 2022
Bayesian self-adaptive pattern recognition for sEMG
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Jun 10, 2020 - C++
My work during the research internship "Automotive Control using Surface Electromyography" at The University of Tokyo, Jun.-Sep. 2020
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Jun 30, 2021 - MATLAB
Source code for multiple parameter modelling of synthetic electromyography data.
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Feb 21, 2024 - Python
Decomposition of sEMG signals via Blind Source Separation
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Jan 17, 2023 - Jupyter Notebook
Accompaniment code for 'Hilbert sEMG data scanning for hand gesture recognition based on Deep Learning' published in NCAA.
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Feb 7, 2023 - Python
The source code for the real-time hand gesture recognition algorithm based on Temporal Muscle Activation maps of multi-channel surface electromyography (sEMG) signals.
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Mar 25, 2023 - Jupyter Notebook
Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)
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Jul 9, 2020 - Python
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