Yazhou-Z / EMG_CNNLinks
Electromyography (EMG) based convolutional neural network for hand gesture classification.
☆10Updated 3 years ago
Alternatives and similar repositories for EMG_CNN
Users that are interested in EMG_CNN are comparing it to the libraries listed below
Sorting:
- About Open source code of paper: Toward reliable signals decoding for electroencephalogram: A benchmark study to EEGNeX☆64Updated 2 years ago
- A python package for extracting EEG features. See article "Unsupervised EEG Artifact Detection and Correction" in Frontiers in Digital He…☆70Updated last year
- This repository contains a set of Matlab scripts to process EEG and EMG signals (feature extraction, spectral analysis, ...).☆25Updated 4 years ago
- EEGLAB-compatible analysis software for manual / visual sleep stage scoring, signal processing and event marking of polysomnographic (PSG…☆17Updated 2 months ago
- MATLAB code to decode the spatial focus of auditory attention from EEG using common spatial pattern filters and Riemannian geometry-based…☆25Updated 2 years ago
- An all-in-one EEG feature extraction toobox, including statistical features, Hjorth parameters, entropy, nonlinear features, power spectr…☆45Updated last year
- ☆19Updated 2 years ago
- Public EEG Dataset☆63Updated 2 years ago
- The source code of the OACCA introduced in our IEEE TBME paper (10.1109/TBME.2021.3133594)☆23Updated 3 months ago
- Detection of ECG events (R wave, T wave) for the preprocessing of the heartbeat evoked potential☆35Updated 2 years ago
- ☆71Updated 3 years ago
- EEG Artifact Removal Using Deep Learning (source code, IEEE Journal of Biomedical and Health Informatics)☆39Updated 3 years ago
- This toolbox offers 40 feature extraction methods (EMAV, EWL, MAV, WL, SSC, ZC, and etc.) for Electromyography (EMG) signals applications…☆104Updated 4 years ago
- MATLAB scripts for detecting and validating phase amplitude coupling (PAC) in electrophysiological data☆39Updated 5 years ago
- Eye movement and blink-related EEG and MEG artifact correction algorithms☆26Updated 5 years ago
- Code to accompany our International Conference on Pattern Recognition (ICPR) paper entitled - Leveraging Synthetic Subject Invariant EEG …☆44Updated 2 months ago
- Here we are! The main idea is to who how we can build up a functional brain network from a EEG recording database, then visualize some ne…☆20Updated 5 years ago
- Transformer-based fNIRS Classification. Paper: Transformer Model for Functional Near-Infrared Spectroscopy Classification☆79Updated 8 months ago
- Implementation of EEG signal classification.☆52Updated 9 years ago
- Towards Domain Free Transformer for Generalized EEG Pre-training☆27Updated 5 months ago
- A MATLAB application to automatize analysis of EEG data☆24Updated 6 years ago
- Artifact Subspace Reconstruction for Python☆57Updated 3 months ago
- Code for our paper SleepGPT: A Sleep Language Model for Sleep Staging and Sleep Disorder Diagnosis☆16Updated 3 months ago
- MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding☆27Updated 4 months ago
- Analysis of Transformer attention in EEG signal classification☆45Updated last year
- Deep learning model for EEG artifact removal☆77Updated 3 years ago
- 使用MNE-python过程中的小技巧,即如何处理MEG/EEG信号数据.☆87Updated 10 months ago
- Matlab code of our IEEE TASE paper "Wong, C. M., Wang, Z., Rosa, A. C., Chen, C. P., Jung, T. P., Hu, Y., & Wan, F. (2021). Transferring …☆18Updated last year
- Concise Agile Flexible EEG data analyis toolbox☆41Updated 7 years ago
- Using GAN to create synthetic and partially synthetic EEG data to augment training sets for motor imagery interaction tasks☆12Updated 6 years ago