SulemanRasheed / EEG-HandGrasp-ClassificationLinks
The repo contains open-source code and dataset related to my publication "Classification of Hand-Grasp Movements of Stroke Patients using EEG Data"
☆20Updated 3 years ago
Alternatives and similar repositories for EEG-HandGrasp-Classification
Users that are interested in EEG-HandGrasp-Classification are comparing it to the libraries listed below
Sorting:
- Pytorch implementation of EEGNet.☆49Updated 3 years ago
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆140Updated last year
- A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualizatio…☆78Updated last year
- Improving performance of motor imagery classification using variational-autoencoder and synthetic EEG signals☆47Updated 11 months ago
- GAN and VAE implementations to generate artificial EEG data to improve motor imagery classification. Data based on BCI Competition IV, da…☆170Updated 5 years ago
- code for LMDA☆85Updated 2 years ago
- EEG-based emotion classification using DEAP dataset☆153Updated 2 years ago
- ECE-GY 9123 Project: GCN-Explain-Net: An Explainable Graph Convolutional Neural Network (GCN) for EEG-based Motor Imagery Classification …☆50Updated 4 years ago
- Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction☆83Updated 3 years ago
- BCI Competition IV dataset 2a☆30Updated 6 years ago
- Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".☆96Updated 2 years ago
- Including some machine learning and artificial intellegent examples☆92Updated 7 months ago
- Clasificacion de imagenes motoras en señales EEG con CNN, LSTM y otros clasificadores☆54Updated 4 years ago
- The repository contains trials that apply model transformer to the emotion recognition (classification) task based on electroencephalogra…☆56Updated 3 years ago
- EEG motor imagery classification using convolutional neural networks☆40Updated 2 years ago
- 在 SEED 数据集上做 EEG 情绪识别☆117Updated 5 years ago
- A list of papers for motor imagery using machine learning/deep learning.☆83Updated 4 years ago
- A ViT based transformer applied on multi-channel time-series EEG data for motor imagery classification☆187Updated 6 months ago
- An EEG dichotomy program file , using CSP and SVM.☆26Updated 5 years ago
- Official repository of EEG-Inception, a general-purpose and powerful deep convolutional neural network for EEG procesing☆47Updated 2 years ago
- Attention temporal convolutional network for EEG-based motor imagery classification☆285Updated last month
- Clasificación de señales de EEG de imaginación motora y calculo mental con redes neuronales convolucionales y redes neuronales recurrente…☆49Updated 3 years ago
- This is the PyTorch implementation of the FBMSNet architecture for EEG-MI classification.☆41Updated 2 years ago
- Some studies regarding the selection of optimal channels in a BCI based on motor imagery☆13Updated last year
- Using Deep Learning for Emotion Classification on EEG signals (SEED Dataset). CNN, RNN, Hybrid model, and Ensemble☆81Updated 4 years ago
- Classification of BCI competition VI dataset 2a using ANN by applying WPD and CSP for feature extraction☆89Updated 3 years ago
- This is a repository for BCI Competition 2008 dataset IV 2a fixed and optimized for python and numpy. This dataset is related with motor …☆147Updated 3 months ago
- Implementation of filter bank common spatial pattern (FBCSP) for MI-based BCI in python☆46Updated last year
- Use Vision Transformer to generate Emotion Recognition using the DEAP dataset and EEG Signals.☆74Updated 2 years ago
- MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding☆28Updated 5 months ago