186 citations
- University of New MexicoUS8 papers
- Georgia State UniversityUS4 papers
- Tulane UniversityUS4 papers
- Center for Translational Research in Neuroimaging and Data ScienceUS3 papers
- University of Nebraska Medical CenterUS3 papers
- Carnegie Mellon UniversityUS2 papers
- Microsoft (United States)US2 papers
- New York UniversityUS2 papers
- Sandia National LaboratoriesUS2 papers
- University of Maryland, Baltimore CountyUS2 papers
- AEgis Technologies (United States)US1 paper
- Biomedical Research InstituteUS1 paper
Showing cs.NEShow all
2 papers · 1 filter
cs.NE2016★ 1 cited
Spatio-temporal Dynamics of Intrinsic Networks in Functional Magnetic Imaging Data Using Recurrent Neural Networks
R Devon Hjelm, Eswar Damaraju, Kyunghyun Cho +3
We introduce a novel recurrent neural network (RNN) approach to account for temporal dynamics and dependencies in brain networks observed via functional magnetic resonance imaging…
cs.NE2013★ 17 cited
Deep learning for neuroimaging: a validation study
Sergey M. Plis, Devon R. Hjelm, Ruslan Salakhutdinov +1
Deep learning methods have recently made notable advances in the tasks of classification and representation learning. These tasks are important for brain imaging and neuroscience d…