Search Results for author: Dustin Moraczewski

Found 2 papers, 1 papers with code

The positive-negative mode link between brain connectivity, demographics, and behavior: A pre-registered replication of Smith et al. 2015

no code implementations25 Jan 2022 Nikhil Goyal1, Dustin Moraczewski, Peter A. Bandettini, Emily S. Finn, Adam G. Thomas

The only criteria that was not successful was that compared to other modes the magnitude of variance explained by the primary CCA mode was smaller than predicted, a result which could indicate a developmental trajectory of a primary mode.

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

1 code implementation23 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

Cannot find the paper you are looking for? You can Submit a new open access paper.