Natural scene reconstruction from fMRI signals using generative latent diffusion

Abstract In neural decoding research, one of the most intriguing topics is the reconstruction of perceived natural images based on fMRI signals. Previous studies have succeeded in re-creating different aspects of the visuals, such as low-level properties (shape, texture, layout) or high-level featur...

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Bibliographic Details
Main Authors: Furkan Ozcelik, Rufin VanRullen
Format: Article
Language:English
Published: Nature Portfolio 2023-09-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-42891-8