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 2016Show all
3 papers · 1 filter
stat.AP2016★ 41 cited
Tensor-Based Fusion of EEG and FMRI to Understand Neurological Changes in Schizophrenia
Evrim Acar, Yuri Levin-Schwartz, Vince D. Calhoun +1
Neuroimaging modalities such as functional magnetic resonance imaging (fMRI) and electroencephalography (EEG) provide information about neurological functions in complementary spat…
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.AI2016★ 12 cited
Causal Discovery from Subsampled Time Series Data by Constraint Optimization
Antti Hyttinen, Sergey Plis, Matti Järvisalo +2
This paper focuses on causal structure estimation from time series data in which measurements are obtained at a coarser timescale than the causal timescale of the underlying system…