ChiShengChen / MUSE_EEG
The official implement of Mind's eye: image recognition by EEG via multimodal similarity-keeping contrastive learning.
☆28Updated 2 months ago
Alternatives and similar repositories for MUSE_EEG:
Users that are interested in MUSE_EEG are comparing it to the libraries listed below
- Pytorch code of paper "Learning Robust Deep Visual Representations from EEG Brain Recordings". [WACV 2024]☆38Updated last year
- [ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii.…☆135Updated 3 months ago
- ☆9Updated 3 weeks ago
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆116Updated last month
- ☆43Updated 5 months ago
- NeurIPS 24, decoding video from EEG signals☆62Updated 2 months ago
- Reconstructing Visual Percepts from EEG☆28Updated 3 weeks ago
- Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy☆81Updated 3 months ago
- Official code repository for the paper 'EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals' [NIPS 202…☆104Updated 5 months ago
- ☆96Updated 4 years ago
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆42Updated 4 months ago
- ☆59Updated last year
- Global Adaptive Transformer for Cross-Subject EEG Classification.☆27Updated last year
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆115Updated last year
- Exploration of diffuison-based generative model to sychronizing brain dynamics from semantic language input.☆37Updated last year
- ☆33Updated last year
- An implementation of Denoising Diffusion Probabilistic Models (DDPM) in PyTorch for EEG-based image reconstruction.☆45Updated last year
- ☆33Updated last month
- ☆24Updated 2 months ago
- ☆26Updated last year
- ☆37Updated 4 years ago
- selfEEG: a Python library for Self-Supervised Learning on Electroencephalography (EEG) data☆51Updated last month
- This repository contains the python scripts developed as a part of the work presented in the paper "STAnet: A Spatiotemporal Attention Ne…☆11Updated last year
- Use DNNs to build encoding models of EEG visual responses.☆76Updated 3 weeks ago
- [ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding☆66Updated last month
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆65Updated 4 months ago
- EEG2IMAGE: Image Reconstruction from EEG Brain Signals. [ICASSP 2023]☆78Updated 2 weeks ago
- [ECCV 2024] UMBRAE: Unified Multimodal Brain Decoding | Unveiling the 'Dark Side' of Brain Modality☆44Updated 6 months ago
- Corpus of resources for multimodal machine learning with physiological signals (mmps).☆65Updated 2 weeks ago
- NeurIPS 2024 poster☆24Updated 3 months ago