Yazhou-Z / EMG_CNNLinks
Electromyography (EMG) based convolutional neural network for hand gesture classification.
☆13Updated 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☆69Updated 2 years ago
- An all-in-one EEG feature extraction toobox, including statistical features, Hjorth parameters, entropy, nonlinear features, power spectr…☆49Updated 2 years ago
- Public EEG Dataset☆70Updated 2 years ago
- The source code of the OACCA introduced in our IEEE TBME paper (10.1109/TBME.2021.3133594)☆23Updated 6 months ago
- This repository contains a set of Matlab scripts to process EEG and EMG signals (feature extraction, spectral analysis, ...).☆27Updated 4 years ago
- Matlab code for SBLEST algorithm☆44Updated last year
- DDGCNN for ssvep☆15Updated 2 years ago
- This toolbox offers 30 types of EEG feature extraction methods (HA, HM, HC, and etc.) for Electroencephalogram (EEG) applications.☆92Updated 5 years ago
- CNN-Former model with EEG-ME for SSVEP classification (TNSRE)☆15Updated last year
- Official repository of EEG-Inception, a general-purpose and powerful deep convolutional neural network for EEG procesing☆48Updated 2 years ago
- ☆30Updated 6 months ago
- A python package for extracting EEG features. See article "Unsupervised EEG Artifact Detection and Correction" in Frontiers in Digital He…☆77Updated last month
- Using GAN to create synthetic and partially synthetic EEG data to augment training sets for motor imagery interaction tasks☆13Updated 6 years ago
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆81Updated last week
- MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding☆31Updated 8 months ago
- Temporal information enhanced EEGNet☆13Updated 2 years ago
- Code to accompany our International Conference on Robotics and Automation (ICRA) paper entitled - Using variable natural environment brai…☆14Updated last year
- ☆74Updated 3 years ago
- Towards Domain Free Transformer for Generalized EEG Pre-training☆29Updated 8 months ago
- Code for the paper "EEG Channel Interpolation Using Deep Encoder-decoder Networks"☆26Updated 3 years ago
- Implementation of EEG signal classification.☆52Updated 9 years ago
- MATLAB code to decode the spatial focus of auditory attention from EEG using common spatial pattern filters and Riemannian geometry-based…☆24Updated 3 years ago
- Based on EEG signal, the differential entropy feature is extracted, and the convolution neural network based on time domain network and a…☆13Updated 3 years ago
- Deep Learning with EEG.☆24Updated 3 months ago
- code for LMDA☆87Updated 2 years ago
- This repo is created to provide some state-of-the-art (SOTA) deep learning-based classifier for SSVEP decoding.☆49Updated 10 months ago
- ☆21Updated 3 years ago
- ☆16Updated 2 years ago
- Transformer-based fNIRS Classification. Paper: Transformer Model for Functional Near-Infrared Spectroscopy Classification☆84Updated 11 months ago
- Some studies regarding the selection of optimal channels in a BCI based on motor imagery☆13Updated 2 years ago