MindEye2

Utilizes a shared topic model to achieve fMRI to image conversion with 1 hour of data

CommonProductImageNeuroimagingVisual Restoration

The MindEye2 project demonstrates how, by pre-training a model on multiple subjects using only 1 hour of fMRI data, fine-tuning can be performed on new subjects to achieve visual perception reconstruction.

fMRI Data Mapping
Visual Perception Reconstruction
Model Pre-training and Fine-tuning

This project utilizes fMRI data to explore how the brain processes and interprets visual information
providing novel approaches for neuroscience research and visual restoration technologies.

Studying the brain's processing of visual stimuli
Neurobiology teaching and research
Development of new visual reconstruction techniques

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