AutoResearch / EEG-GAN
☆24Updated 3 months ago
Alternatives and similar repositories for EEG-GAN:
Users that are interested in EEG-GAN are comparing it to the libraries listed below
- CNN-Former model with EEG-ME for SSVEP classification (TNSRE)☆12Updated 7 months ago
- code for NeurIPS_competition☆28Updated 3 years ago
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆44Updated 2 years ago
- Temporal information enhanced EEGNet☆13Updated 2 years ago
- Using GAN to create synthetic and partially synthetic EEG data to augment training sets for motor imagery interaction tasks☆12Updated 5 years ago
- Improving performance of motor imagery classification using variational-autoencoder and synthetic EEG signals☆42Updated 5 months ago
- ☆59Updated last year
- Open implementation and code from the publication "EEGSym: Overcoming Intersubject Variability in Motor Imagery Based BCIs with Deep Lear…☆23Updated last year
- About Open source code of paper: Toward reliable signals decoding for electroencephalogram: A benchmark study to EEGNeX☆60Updated last year
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆65Updated last month
- Code for the paper "EEG Channel Interpolation Using Deep Encoder-decoder Networks"☆25Updated 3 years ago
- ☆30Updated last month
- ☆9Updated 3 years ago
- ☆12Updated 2 years ago
- ☆16Updated 4 months ago
- Code to accompany our International Conference on Pattern Recognition (ICPR) paper entitled - Leveraging Synthetic Subject Invariant EEG …☆41Updated 10 months 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
- Athena is a library that comprises many different bci frameworks that perform classification on a set of eeg data.☆20Updated 2 years ago
- The source code of the OACCA introduced in our IEEE TBME paper (10.1109/TBME.2021.3133594)☆20Updated 2 years ago
- ☆33Updated 10 months ago
- Towards Domain Free Transformer for Generalized EEG Pre-training☆26Updated this week
- In AugmentBrain we investigate the performance of different data augmentation methods for the classification of Motor Imagery (MI) data u…☆22Updated 3 years ago
- Matlab code for SBLEST algorithm☆42Updated last year
- 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
- 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
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆67Updated 4 months ago
- PyTorch code for "Motor Imagery Decoding Using Ensemble Curriculum Learning and Collaborative Training"☆16Updated last year
- Eye movement and blink-related EEG and MEG artifact correction algorithms☆25Updated 4 years ago
- 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 7 months ago