wjq-learning / CBraMod
[ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding
☆61Updated 2 weeks ago
Alternatives and similar repositories for CBraMod:
Users that are interested in CBraMod are comparing it to the libraries listed below
- Official code repository for the paper 'EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals' [NIPS 202…☆92Updated 4 months ago
- [ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii.…☆131Updated 3 months ago
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆111Updated last year
- ☆33Updated last year
- NeurIPS 2024 poster☆23Updated 2 months ago
- ☆31Updated 2 weeks ago
- ☆17Updated 7 months ago
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆36Updated 3 months ago
- KDD24 - EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs☆55Updated last month
- Global Adaptive Transformer for Cross-Subject EEG Classification.☆26Updated last year
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆63Updated this week
- Corpus of resources for multimodal machine learning with physiological signals (mmps).☆62Updated this week
- ☆59Updated last year
- code for LMDA☆74Updated last year
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆41Updated 4 months ago
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆62Updated 3 months ago
- ☆32Updated 9 months ago
- Matlab code for SBLEST algorithm☆40Updated last year
- Towards Domain Free Transformer for Generalized EEG Pre-training☆26Updated last year
- ☆31Updated 2 weeks ago
- ☆14Updated 6 months ago
- ☆61Updated last year
- An implementation of Denoising Diffusion Probabilistic Models (DDPM) in PyTorch for EEG-based image reconstruction.☆45Updated last year
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆45Updated last year
- [ICLR 2024 spotlight] Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI☆314Updated last month
- MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding☆23Updated 6 months ago
- Reconstructing Visual Percepts from EEG☆28Updated this week
- ☆37Updated 4 years ago