AutoResearch / EEG-GANLinks
☆28Updated 4 months ago
Alternatives and similar repositories for EEG-GAN
Users that are interested in EEG-GAN are comparing it to the libraries listed below
Sorting:
- CNN-Former model with EEG-ME for SSVEP classification (TNSRE)☆14Updated last year
- About Open source code of paper: Toward reliable signals decoding for electroencephalogram: A benchmark study to EEGNeX☆65Updated 2 years ago
- Open implementation and code from the publication "EEGSym: Overcoming Intersubject Variability in Motor Imagery Based BCIs with Deep Lear…☆25Updated 2 years ago
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆48Updated 3 years ago
- code for NeurIPS_competition☆28Updated 3 years ago
- Using GAN to create synthetic and partially synthetic EEG data to augment training sets for motor imagery interaction tasks☆12Updated 6 years ago
- How EEG preprocessing shapes decoding performance☆14Updated 3 months ago
- ☆16Updated 10 months ago
- ☆66Updated 2 years ago
- Code to accompany our International Joint Conference on Neural Networks (IJCNN) paper entitled - Simulating Brain Signals: Creating Synth…☆73Updated last year
- implementation of FBCSP algorithm☆26Updated 6 years ago
- PyTorch implementation of EEGDfus☆15Updated 3 weeks ago
- Temporal information enhanced EEGNet☆13Updated 2 years ago
- Matlab code for SBLEST algorithm☆44Updated last year
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆72Updated last week
- 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
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆18Updated 5 years ago
- Use DNNs to build encoding models of EEG visual responses.☆93Updated 7 months ago
- A Lightweight and High Performance Neural network for MI-EEG decoding☆35Updated 7 months ago
- Deep learning model for EEG artifact removal☆78Updated 3 years ago
- EEG motor imagery classification using convolutional neural networks☆39Updated 2 years ago
- Codebase for publication "Neural decoding from stereotactic EEG: accounting for electrode variability across subjects" @ NeurIPS (2024)☆16Updated 4 months ago
- In AugmentBrain we investigate the performance of different data augmentation methods for the classification of Motor Imagery (MI) data u…☆22Updated 4 years ago
- PyTorch code for "Motor Imagery Decoding Using Ensemble Curriculum Learning and Collaborative Training"☆17Updated last year
- The source code of the OACCA introduced in our IEEE TBME paper (10.1109/TBME.2021.3133594)☆23Updated 4 months ago
- ☆12Updated 2 years ago
- Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizab…☆22Updated 2 years ago
- Code to accompany our International Conference on Pattern Recognition (ICPR) paper entitled - Leveraging Synthetic Subject Invariant EEG …☆44Updated 3 months ago
- ☆19Updated 7 months ago
- Official Repository of 'Transfer learning of an ensemble of DNNs for SSVEP BCI spellers without user-specific training'☆26Updated 2 years ago