Pooria90 / EEG-Motor-Imagery-AnalysisLinks
The codes that I implemented during my B.Sc. project.
☆22Updated 3 years ago
Alternatives and similar repositories for EEG-Motor-Imagery-Analysis
Users that are interested in EEG-Motor-Imagery-Analysis are comparing it to the libraries listed below
Sorting:
- Rethinking CNN Architecture for Enhancing Decoding Performance of Motor Imagery-based EEG Signals☆36Updated 3 months ago
- A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualizatio…☆75Updated last year
- code for LMDA☆83Updated 2 years ago
- Clasificacion de imagenes motoras en señales EEG con CNN, LSTM y otros clasificadores☆53Updated 4 years ago
- Deep Learning pipeline for motor-imagery classification.☆60Updated 3 years ago
- MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding☆25Updated 2 months ago
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆46Updated 2 years ago
- Improving performance of motor imagery classification using variational-autoencoder and synthetic EEG signals☆44Updated 8 months ago
- A list of papers for motor imagery using machine learning/deep learning.☆79Updated 4 years ago
- ☆83Updated 3 years ago
- Clasificación de señales de EEG de imaginación motora y calculo mental con redes neuronales convolucionales y redes neuronales recurrente…☆47Updated 2 years ago
- Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".☆93Updated 2 years ago
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆72Updated 3 months ago
- ☆21Updated 2 years ago
- Official repository of EEG-Inception, a general-purpose and powerful deep convolutional neural network for EEG procesing☆45Updated last year
- A Lightweight and High Performance Neural network for MI-EEG decoding☆28Updated 4 months ago
- ☆14Updated 4 years ago
- Pytorch implementation of EEGNet.☆46Updated 2 years ago
- GAN and VAE implementations to generate artificial EEG data to improve motor imagery classification. Data based on BCI Competition IV, da…☆164Updated 5 years ago
- Classification of BCI competition VI dataset 2a using ANN by applying WPD and CSP for feature extraction☆83Updated 3 years ago
- Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction☆76Updated 3 years ago
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆133Updated last year
- Attention temporal convolutional network for EEG-based motor imagery classification☆269Updated 4 months ago
- This is the PyTorch implementation of the FBMSNet architecture for EEG-MI classification.☆39Updated last year
- Implementation of filter bank common spatial pattern (FBCSP) for MI-based BCI in python☆44Updated last year
- EEG Motor Imagery with Deep Learning☆13Updated 3 years ago
- Epileptic Seizure Detection on EEG Data based on CHB-MIT database.☆20Updated last year
- 运动想象分类模型---ATCNet，源代码融合了关于EEGNet,DeepConvNet,ShallowConvNet等多种典型模型作对比☆27Updated 2 years ago
- Code Implementation of paper: Transformers for EEG-Based Emotion Recognition: A Hierarchical Spatial Information Learning Model☆33Updated 2 weeks ago
- Implementing Common Spatial Pattern (CSP) algorithm for MI-BCI from scratch with python☆8Updated 4 years ago