comojin1994 / DFformer
Towards Domain Free Transformer for Generalized EEG Pre-training
☆26Updated last year
Alternatives and similar repositories for DFformer:
Users that are interested in DFformer are comparing it to the libraries listed below
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆63Updated this week
- ☆31Updated 2 weeks ago
- code for LMDA☆74Updated last year
- ☆12Updated last year
- ☆20Updated 3 months ago
- ☆32Updated 9 months ago
- The official implementation of our paper "MEET: A Multi-band EEG Transformer for Brain States Decoding"☆13Updated 2 years ago
- SPD-CNN: A Plain CNN-Based Model Using the Symmetric Positive Definite Matrices for Cross-Subject EEG Classification with Meta-Transfer-L…☆21Updated 2 years ago
- High-East / Attention-based-spatio-temporal-spectral-feature-learning-for-subject-specific-EEG-classificationOfficial code for "Attention-Based Spatio-Temporal-Spectral Feature Learning for Subject-Specific EEG Classification" paper☆37Updated 3 years ago
- This is the PyTorch implementation of the FBMSNet architecture for EEG-MI classification.☆35Updated last year
- Global Adaptive Transformer for Cross-Subject EEG Classification.☆26Updated last year
- CNN-Former model with EEG-ME for SSVEP classification (TNSRE)☆12Updated 6 months ago
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆40Updated 9 months ago
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆42Updated 2 years ago
- ☆11Updated last year
- ☆16Updated last year
- The codes that I implemented during my B.Sc. project.☆22Updated 3 years ago
- MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding☆23Updated 6 months ago
- Offical repository of the paper "EEG-DG:A Multi-Source Domain Generalization Framework for Motor Imagery EEG Classification" .☆20Updated 5 months ago
- Improving performance of motor imagery classification using variational-autoencoder and synthetic EEG signals☆41Updated 3 months ago
- ECE-GY 9123 Project: GCN-Explain-Net: An Explainable Graph Convolutional Neural Network (GCN) for EEG-based Motor Imagery Classification …☆48Updated 3 years ago
- Official implementation of 'Adapting to Inter-Subject Variability in EEG-Based Motor Imagery Classification with Meta-Learning' (ICLR 202…☆13Updated last year
- ☆59Updated last year
- Matlab code for SBLEST algorithm☆40Updated last year
- Code to accompany our International Conference on Pattern Recognition (ICPR) paper entitled - Leveraging Synthetic Subject Invariant EEG …☆41Updated 8 months ago
- Code for processing EEG data with Riemannian and deep learning-based classifiers. Additionally provides methods for data augmentation inc…☆28Updated 4 years ago
- ☆12Updated 2 years ago
- ☆21Updated last year
- ☆37Updated 4 years ago