Improving the Interpretability of fMRI Decoding using Deep Neural Networks and Adversarial Robustness

1 code implementation • 23 Apr 2020 • Patrick McClure, Dustin Moraczewski, Ka Chun Lam, Adam Thomas, Francisco Pereira

We introduce two quantitative evaluation procedures for saliency map methods in fMRI, applicable whenever a DNN or linear model is being trained to decode some information from imaging data.

Adversarial Robustness