wjq-learning / CBraModLinks
[ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding
☆230Updated last month
Alternatives and similar repositories for CBraMod
Users that are interested in CBraMod are comparing it to the libraries listed below
Sorting:
- Official code repository for the paper 'EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals' [NIPS 202…☆245Updated last year
- [ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii.…☆187Updated 5 months ago
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆175Updated 2 years ago
- [ICLR 2025] NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals☆115Updated 3 months ago
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆99Updated 6 months ago
- ☆46Updated 10 months ago
- code for LMDA☆86Updated 2 years ago
- META-EEG: Meta-learning-based Class-relevant EEG Representation Learning for Zero-calibration Brain-computer Interfaces☆25Updated last year
- NeurIPS 2024 poster☆29Updated 11 months ago
- ☆69Updated 2 years ago
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆81Updated 2 months ago
- [ICLR 2024 spotlight] Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI☆511Updated 3 months ago
- [IEEE JBHI 2025] DBConformer: Dual-Branch Convolutional Transformer for EEG Decoding☆33Updated 2 weeks ago
- ☆45Updated 2 months ago
- [NN 2024] Channel Reflection: Knowledge-Driven Data Augmentation for EEG-based Brain–Computer Interfaces☆25Updated last year
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆84Updated this week
- Attention temporal convolutional network for EEG-based motor imagery classification☆304Updated last month
- The code repository for "MB2C: Multimodal Bidirectional Cycle Consistency for Learning Robust Visual Neural Representations" in PyTorch☆22Updated last year
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆60Updated 3 months ago
- ☆26Updated last year
- ☆39Updated last year
- [Arxiv] NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG☆70Updated 10 months ago
- ☆30Updated 2 years ago
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆178Updated this week
- Deep Learning pipeline for motor-imagery classification.☆64Updated 3 years ago
- A Lightweight and High Performance Neural network for MI-EEG decoding☆36Updated 9 months ago
- [Sensors 2024] Mental State Recognition by Analyzing Multimodal EEG-fNIRS via CNN☆28Updated last year
- KDD24 - EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs☆79Updated 2 months ago
- Towards Domain Free Transformer for Generalized EEG Pre-training☆28Updated 8 months ago
- ☆32Updated last year