prajwalsingh / EEG2ImageLinks
EEG2IMAGE: Image Reconstruction from EEG Brain Signals. [ICASSP 2023]
☆86Updated 3 months ago
Alternatives and similar repositories for EEG2Image
Users that are interested in EEG2Image are comparing it to the libraries listed below
Sorting:
- ☆102Updated 4 years ago
- Pytorch code of paper "Learning Robust Deep Visual Representations from EEG Brain Recordings". [WACV 2024]☆44Updated last year
- [ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii.…☆153Updated 6 months ago
- Implementation for the paper https://dl.acm.org/citation.cfm?doid=3240508.3240641☆52Updated last year
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆144Updated 4 months ago
- Use DNNs to build encoding models of EEG visual responses.☆83Updated 3 months ago
- Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy☆89Updated 6 months ago
- ☆49Updated last month
- Reconstructing Visual Percepts from EEG☆32Updated last month
- The official implement of Mind's eye: image recognition by EEG via multimodal similarity-keeping contrastive learning.☆36Updated 2 months ago
- NeurIPS 24, decoding video from EEG signals☆79Updated 2 months ago
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆52Updated 7 months ago
- [WACV 2024] DREAM: Visual Decoding from Reversing Human Visual System☆55Updated last year
- Uncertainty-aware Blur Prior on CVPR 2025☆37Updated last week
- ☆27Updated last year
- ☆21Updated last month
- Self-Supervised RGBD Reconstruction from Brain Activity☆26Updated 3 years ago
- Official code repository for the paper 'EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals' [NIPS 202…☆156Updated 7 months ago
- Official repository for the paper "Brain-Diffuser: Natural scene reconstruction from fMRI signals using generative latent diffusion" by F…☆129Updated 2 years ago
- ☆20Updated 10 months ago
- Code and Data for "Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features"☆139Updated 3 months ago
- An implementation of Denoising Diffusion Probabilistic Models (DDPM) in PyTorch for EEG-based image reconstruction.☆45Updated 2 years ago
- [ICLR 2025] NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals☆59Updated last month
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆133Updated last year
- The code repository for "MB2C: Multimodal Bidirectional Cycle Consistency for Learning Robust Visual Neural Representations" in PyTorch☆14Updated 7 months ago
- ☆62Updated last year
- ☆74Updated 9 months ago
- Deep Learning pipeline for motor-imagery classification.☆61Updated 3 years ago
- Official code repository for the ICASSP 2025 paper: "BrainVis: Exploring the Bridge between Brain and Visual Signals via Image Reconstruc…☆57Updated 3 months ago
- NeurIPS 2024 poster☆26Updated 5 months ago