Aristotle N. Voineskos

Time-Resolved FMRI Shared Response Model Using Gaussian Process Factor Analysis

Multi-subject fMRI studies are challenging due to the high variability of both brain anatomy and functional brain topographies across participants. An effective way of aggregating multi-subject fMRI data is to extract a shared representation that filters out unwanted variability among subjects. Some…