ChiShengChen / MUSE_EEGLinks
The official implement of Mind's eye: image recognition by EEG via multimodal similarity-keeping contrastive learning.
☆38Updated 5 months ago
Alternatives and similar repositories for MUSE_EEG
Users that are interested in MUSE_EEG are comparing it to the libraries listed below
Sorting:
- Pytorch code of paper "Learning Robust Deep Visual Representations from EEG Brain Recordings". [WACV 2024]☆44Updated last year
- Global Adaptive Transformer for Cross-Subject EEG Classification.☆28Updated last year
- [ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii.…☆163Updated 2 months ago
- ☆27Updated 4 months ago
- [tnnls 2025] Language-guided contrastive learning for M/EEG-based image recognition.☆23Updated 9 months ago
- [ICLR 2025] NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals☆84Updated 4 months ago
- NeurIPS 24, decoding video from EEG signals☆95Updated 4 months ago
- Reconstructing Visual Percepts from EEG☆35Updated 4 months ago
- ☆50Updated 4 months ago
- ☆109Updated 4 years ago
- Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy☆96Updated 9 months ago
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆156Updated 2 months ago
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆83Updated 2 months ago
- EEG2IMAGE: Image Reconstruction from EEG Brain Signals. [ICASSP 2023]☆90Updated 6 months ago
- [TNNLS-2025] This is the pytorch implementation of EmT, a graph-transformer for EEG emotion recognition.☆65Updated 3 weeks ago
- ☆22Updated last year
- Exploration of diffuison-based generative model to sychronizing brain dynamics from semantic language input.☆39Updated last year
- Code for the paper "Neuro-GPT: Towards a Foundation Model for EEG"☆180Updated last year
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆145Updated last year
- ☆37Updated 9 months ago
- ☆151Updated last month
- Official code base for NeuroClips☆92Updated 3 months ago
- This repository contains the python scripts developed as a part of the work presented in the paper "STAnet: A Spatiotemporal Attention Ne…☆12Updated 2 years ago
- [ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding☆168Updated last month
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆66Updated 2 months ago
- ☆32Updated last year
- EEG to Language through LLMs☆75Updated 7 months ago
- Uncertainty-aware Blur Prior on CVPR 2025☆49Updated last month
- ☆66Updated 2 years ago
- ☆28Updated 2 months ago