Is it possible to classify images using the fMRI responses to an image stimulus? Is the fMRI BOLD data a better representation for a classification task than the image stimulus itself? We answer these questions in this project.
Dataset: https://www.nature.com/articles/nature06713
Our visual hierachy based model to classify images using fMRI data is seen to be a better learner as compared to a ResNet on the same task.