Time-dependent spatially varying graphical models, with application to brain fMRI data analysis

Kristjan Greenewald, Seyoung Park, Shuheng Zhou, Alexander Giessing

Neural Information Processing Systems 

In this work, we present an additive model for space-time data that splits the data into a temporally correlated component and a spatially correlated component.