2 papers
cs.CV2020
Reconstructing Natural Scenes from fMRI Patterns using BigBiGAN
Milad Mozafari, Leila Reddy, Rufin VanRullen
Decoding and reconstructing images from brain imaging data is a research area of high interest. Recent progress in deep generative neural networks has introduced new opportunities…
cs.HC2018
Reconstructing Faces from fMRI Patterns using Deep Generative Neural Networks
Rufin VanRullen, Leila Reddy
While objects from different categories can be reliably decoded from fMRI brain response patterns, it has proved more difficult to distinguish visually similar inputs, such as diff…