DingWenl / CNN-FormerWithEEG-ME
CNN-Former model with EEG-ME for SSVEP classification (TNSRE)
☆12Updated 6 months ago
Alternatives and similar repositories for CNN-FormerWithEEG-ME:
Users that are interested in CNN-FormerWithEEG-ME are comparing it to the libraries listed below
- Temporal information enhanced EEGNet☆13Updated 2 years ago
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆42Updated 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
- ☆9Updated 3 years ago
- DDGCNN for ssvep☆12Updated last year
- code for NeurIPS_competition☆27Updated 3 years ago
- ☆24Updated last month
- The official implementation of our paper "MEET: A Multi-band EEG Transformer for Brain States Decoding"☆13Updated 2 years ago
- MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding☆23Updated 6 months ago
- ☆12Updated 2 years ago
- ☆13Updated last year
- Towards Domain Free Transformer for Generalized EEG Pre-training☆26Updated last year
- The source code of the OACCA introduced in our IEEE TBME paper (10.1109/TBME.2021.3133594)☆19Updated 2 years ago
- Seeking to recreate the work demonstrated in A Multi-Branch 3D Convolutional Neural Network for EEG-Based Motor Imagery Classification by…☆18Updated 3 years ago
- In AugmentBrain we investigate the performance of different data augmentation methods for the classification of Motor Imagery (MI) data u…☆22Updated 3 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
- ☆12Updated last year
- This is the PyTorch implementation of the FBMSNet architecture for EEG-MI classification.☆35Updated last year
- ☆32Updated 9 months ago
- Open implementation and code from the publication "EEGSym: Overcoming Intersubject Variability in Motor Imagery Based BCIs with Deep Lear…☆22Updated last year
- A MATLAB toolbox for classification of motor imagery tasks in EEG-based BCI system with CSP, FB-CSP and BSSFO☆7Updated 2 years ago
- ☆31Updated 2 weeks ago
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆63Updated this week
- ☆12Updated last year
- Matlab code for SBLEST algorithm☆40Updated last year
- ☆11Updated last year
- ☆15Updated 2 months ago
- Contrastive Learning of Shared SpatioTemporal EEG Representations across individuals☆18Updated 9 months ago