dongyangli-del / EEG_Image_decodeLinks
Using vision-language models to decode natural image perception from non-invasive brain recordings.
☆152Updated last month
Alternatives and similar repositories for EEG_Image_decode
Users that are interested in EEG_Image_decode are comparing it to the libraries listed below
Sorting:
- [ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii.…☆160Updated last month
- Reconstructing Visual Percepts from EEG☆33Updated 3 months ago
- Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy☆94Updated 8 months ago
- NeurIPS 24, decoding video from EEG signals☆88Updated 4 months ago
- Pytorch code of paper "Learning Robust Deep Visual Representations from EEG Brain Recordings". [WACV 2024]☆44Updated last year
- ☆107Updated 4 years ago
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆65Updated last month
- Official code repository for the paper 'EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals' [NIPS 202…☆183Updated 9 months ago
- ☆25Updated 3 months ago
- NeurIPS 2024 poster☆26Updated 7 months ago
- Use DNNs to build encoding models of EEG visual responses.☆88Updated 5 months ago
- ☆19Updated this week
- ☆27Updated last year
- EEG2IMAGE: Image Reconstruction from EEG Brain Signals. [ICASSP 2023]☆88Updated 5 months ago
- [ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding☆153Updated 2 weeks ago
- Uncertainty-aware Blur Prior on CVPR 2025☆49Updated 2 weeks ago
- [ICLR 2025] NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals☆75Updated 3 months ago
- ☆40Updated 4 months ago
- ☆49Updated 3 months ago
- [tnnls 2025] Language-guided contrastive learning for M/EEG-based image recognition.☆23Updated 8 months ago
- [ICLR 2024 spotlight] Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI☆416Updated 4 months ago
- [ECCV 2024] UMBRAE: Unified Multimodal Brain Decoding | Unveiling the 'Dark Side' of Brain Modality☆51Updated last month
- ☆65Updated last year
- The official implement of Mind's eye: image recognition by EEG via multimodal similarity-keeping contrastive learning.☆36Updated 4 months ago
- Official code base for NeuroClips☆92Updated 2 months ago
- ☆41Updated 6 months ago
- Official repository for the paper "Brain-Diffuser: Natural scene reconstruction from fMRI signals using generative latent diffusion" by F…☆133Updated 2 years ago
- [NN 2024] Channel Reflection: Knowledge-Driven Data Augmentation for EEG-based Brain–Computer Interfaces☆22Updated last year
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆80Updated 2 months ago
- ☆33Updated last year