comojin1994 / DFformerLinks
Towards Domain Free Transformer for Generalized EEG Pre-training
☆28Updated 8 months ago
Alternatives and similar repositories for DFformer
Users that are interested in DFformer are comparing it to the libraries listed below
Sorting:
- The official implementation of our paper "MEET: A Multi-band EEG Transformer for Brain States Decoding"☆18Updated 3 years ago
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆81Updated 2 months ago
- SPD-CNN: A Plain CNN-Based Model Using the Symmetric Positive Definite Matrices for Cross-Subject EEG Classification with Meta-Transfer-L…☆23Updated 3 years ago
- ☆45Updated 3 months ago
- ☆19Updated 2 years ago
- META-EEG: Meta-learning-based Class-relevant EEG Representation Learning for Zero-calibration Brain-computer Interfaces☆25Updated last year
- code for LMDA☆86Updated 2 years ago
- Using GAN to create synthetic and partially synthetic EEG data to augment training sets for motor imagery interaction tasks☆13Updated 6 years ago
- ☆69Updated 2 years ago
- A Lightweight and High Performance Neural network for MI-EEG decoding☆36Updated 9 months ago
- CNN-Former model with EEG-ME for SSVEP classification (TNSRE)☆14Updated last year
- This is the PyTorch implementation of the FBMSNet architecture for EEG-MI classification.☆41Updated 2 years ago
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆49Updated 3 years ago
- This repository contains the python scripts developed as a part of the work presented in the paper "STAnet: A Spatiotemporal Attention Ne…☆14Updated 2 years ago
- BIBM 24, mixture of graph experts for cross-subject EEG emotion recognitions☆14Updated 8 months ago
- ☆23Updated 2 years ago
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆65Updated 7 months ago
- Deep Learning with EEG.☆23Updated 2 months ago
- GGN model for seizure classification (datasets: TUH EEG seizure TUSZ 1.5.2)☆66Updated 2 years ago
- ☆26Updated last year
- IEEE Transactions on Emerging Topics in Computational Intelligence☆71Updated 8 months ago
- ECE-GY 9123 Project: GCN-Explain-Net: An Explainable Graph Convolutional Neural Network (GCN) for EEG-based Motor Imagery Classification …☆53Updated 4 years ago
- ☆29Updated last year
- ☆39Updated last year
- ☆18Updated last year
- Deep Learning pipeline for motor-imagery classification.☆64Updated 3 years ago
- MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding☆31Updated 7 months ago
- ☆11Updated 3 years ago
- This is a community implementation of EEG-ConvTransformer☆17Updated 2 years ago
- ☆21Updated 2 years ago