Patrick McClure

Recent Publications

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

"Improving the Interpretability of fMRI Decoding using Deep Neural Networks and Adversarial Robustness" McClure P., Moraczewski D., Lam K. C., Thomas A., Pereira F. Aperture Neuro, 2023

VICE: Variational Interpretable Concept Embeddings

"VICE: Variational Interpretable Concept Embeddings" Muttenthaler L., Zheng C., McClure P., Vandermeulen R., Hebart M., Pereira F. in Neural Information Processing Systems, 2022

Gauging facial feature viewing preference as a stable individual trait in autism spectrum disorder.

Reimann G., Walsh C., Csumitta K., McClure P., Pereira F., Martin A., Ramot M. Autism Research 14:1670–1683, 2021

Validating the Representational Space of Deep Reinforcement Learning Models of Behavior with Neural Data

"Validating the Representational Space of Deep Reinforcement Learning Models of Behavior with Neural Data" Bruch S. N. , McClure P., Zhou J., Schoenbaum G., Pereira F. bioRxiv preprint

A Deep Neural Network Tool for Automatic Segmentation of Human Body Parts in Natural Scenes

McClure P. , Reimann G., Ramot M., Pereira F. arXiv preprint

Deep Neural Networks in Computational Neuroscience

"Deep Neural Networks in Computational Neuroscience" Kietzmann, T., McClure, P., Kriegeskorte, N. Oxford Research Encyclopedia of Neuroscience, 2019

Knowing What You Know in Brain Segmentation Using Bayesian Deep Neural Networks

"Knowing What You Know in Brain Segmentation Using Bayesian Deep Neural Networks" McClure, P., Rho, N., Lee, J., Kaczmarzyk, J., Zheng, C., Ghosh, S., Nielson, D., Thomas, A., Bandettini, P., Pereira, F. Frontiers in Neuroinformatics, 2019

Distributed Weight Consolidation: A Brain Segmentation Case Study

"Distributed Weight Consolidation: A Brain Segmentation Case Study" McClure P., Zheng C., Kaczmarzyk J., Rogers-Lee J., Ghosh S., Nielson D., Bandettini P., Pereira F. Neural Information Processing Systems, 2018