wzwvv / EEGAugLinks
[NN 2024] Channel Reflection: Knowledge-Driven Data Augmentation for EEG-based Brain–Computer Interfaces
☆20Updated 11 months ago
Alternatives and similar repositories for EEGAug
Users that are interested in EEGAug are comparing it to the libraries listed below
Sorting:
- ☆38Updated last week
- code for LMDA☆83Updated 2 years ago
- ☆37Updated last year
- This is the PyTorch implementation of the FBMSNet architecture for EEG-MI classification.☆39Updated last year
- [ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii.…☆162Updated 3 weeks ago
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆72Updated 3 months ago
- DDGCNN for ssvep☆15Updated last year
- [ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding☆135Updated last month
- Deep Learning pipeline for motor-imagery classification.☆60Updated 3 years ago
- ☆28Updated 2 years ago
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆133Updated last year
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆64Updated last month
- Attention temporal convolutional network for EEG-based motor imagery classification☆269Updated 4 months ago
- Official code repository for the paper 'EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals' [NIPS 202…☆171Updated 9 months ago
- [Preparing] DBConformer: Dual-Branch Convolutional Transformer for EEG Decoding☆15Updated last month
- ☆16Updated 2 years ago
- META-EEG: Meta-learning-based Class-relevant EEG Representation Learning for Zero-calibration Brain-computer Interfaces☆20Updated last year
- This repo is created to provide some state-of-the-art (SOTA) deep learning-based classifier for SSVEP decoding.☆37Updated 5 months ago
- MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding☆25Updated 2 months ago
- Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".☆93Updated 2 years ago
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆81Updated last month
- Pytorch implementation of EEGNet.☆46Updated 2 years ago
- Rethinking CNN Architecture for Enhancing Decoding Performance of Motor Imagery-based EEG Signals☆36Updated 3 months ago
- Implementation of filter bank common spatial pattern (FBCSP) for MI-based BCI in python☆44Updated last year
- The source code of the OACCA introduced in our IEEE TBME paper (10.1109/TBME.2021.3133594)☆23Updated last month
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆46Updated 2 years ago
- ☆22Updated last year
- NeurIPS 2024 poster☆26Updated 7 months ago
- ☆83Updated 3 years ago
- A list of papers for motor imagery using machine learning/deep learning.☆79Updated 4 years ago