Devon Hjelm

Deep learning for neuroimaging: a validation study

Sergey Plis, Devon Hjelm, Ruslan Salakhutdinov et al. · Frontiers in Neuroscience · 2014 · 617 citations · Full text

Computing, Computer Science, Neuroscience +17

Mutual Information Neural Estimation.

Mohamed Ishmael Belghazi, Aristide Baratin, Sai Rajeshwar et al. · International Conference on Machine Learning · 2018 · 598 citations

Computing, Computer Science, Information Theory +4

Assessing dynamic brain graphs of time-varying connectivity in fMRI data: Application to healthy controls and patients with schizophrenia

Qingbao Yu, Erik B. Erhardt, Jing Sui （Beijing Normal University）， my correct affiliation is beijing normal university, not Qingdao University of Science and Technology, please correct the current affiliation. Thank you et al. · NeuroImage · 2014 · 241 citations

Life Sciences, Neuroscience, Psychiatry +17

Reading the (functional) writing on the (structural) wall: Multimodal fusion of brain structure and function via a deep neural network based translation approach reveals novel impairments in schizophrenia

Sergey Plis, Md. Faijul Amin, Adam M. Chekroud et al. · NeuroImage · 2018 · 58 citations

Medicine, Neuroscience, Psychiatry +17

Pretraining Representations for Data-Efficient Reinforcement Learning

Max Schwarzer, Nitarshan Rajkumar, Michael Noukhovitch et al. · arXiv (Cornell University) · 2021 · 33 citations · Full text

Computing, Computer Science, Artificial Intelligence +11