MedARC-AI / fMRI-reconstruction-NSD
fMRI-to-image reconstruction on the NSD dataset.
☆311Updated 7 months ago
Alternatives and similar repositories for fMRI-reconstruction-NSD:
Users that are interested in fMRI-reconstruction-NSD are comparing it to the libraries listed below
- ☆129Updated 4 months ago
- Official repository for the paper "Brain-Diffuser: Natural scene reconstruction from fMRI signals using generative latent diffusion" by F…☆114Updated last year
- ☆65Updated 4 months ago
- Implementation of “DreamDiffusion: Generating High-Quality Images from Brain EEG Signals”☆505Updated 11 months ago
- [CVPR 2024 Highlight] Official PyTorch implementation of "MindBridge: A Cross-Subject Brain Decoding Framework"☆84Updated 2 weeks ago
- [WACV 2024] DREAM: Visual Decoding from Reversing Human Visual System☆43Updated 9 months ago
- [Algonauts 2023] PyTorch implementation of "Memory Encoding Model"☆54Updated last year
- [NeurIPS2022] Mind Reader: Reconstructing complex images from brain activities☆61Updated 2 years ago
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆106Updated 2 months ago
- Self-supervised fMRI foundation model☆4Updated this week
- Official Implementation for NeurIPS'23 paper Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities☆41Updated 10 months ago
- Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy☆76Updated last month
- ☆24Updated 4 months ago
- Official code base for NeuroClips☆72Updated last month
- python package to access the data of the NSD (natural scenes dataset) fMRI project☆41Updated 2 months ago
- ☆86Updated 7 months ago
- Official repository for the paper "Reconstruction of Perceived Images from fMRI Patterns and Semantic Brain Exploration using Instance-Co…☆22Updated 2 years ago
- [ECCV 2024] UMBRAE: Unified Multimodal Brain Decoding | Unveiling the 'Dark Side' of Brain Modality☆36Updated 4 months ago
- Self-Supervised RGBD Reconstruction from Brain Activity☆26Updated 2 years ago
- Exploration on introducing discrete codex and raw wave decoding to realize Brain-to-Text translation.☆161Updated last year
- Code for the paper "Neuro-GPT: Towards a Foundation Model for EEG"☆146Updated 8 months ago
- ☆20Updated last year
- ☆31Updated 2 months ago
- Self-supervised learning techniques for neuroimaging data inspired by prominent learning frameworks in natural language processing + One …☆96Updated last year
- Training and evaluation pipeline for MEG and EEG brain signal encoding and decoding using deep learning. Code for our paper "Decoding spe…☆418Updated 10 months ago
- Official code repository for the ICASSP 2025 paper: "BrainVis: Exploring the Bridge between Brain and Visual Signals via Image Reconstruc…☆48Updated this week
- PyTorch implementation of "Brain Decodes Deep Nets"☆59Updated 11 months ago
- Official code release for BOLD5000 Release 2.0☆29Updated 3 years ago
- THINGS-data: A multimodal collection of large-scale datasets for investigating object representations in brain and behavior☆41Updated 5 months ago
- ☆203Updated 5 months ago