Dr. Gilley's research is focused on modeling non-linear, dynamic brain processes during multisensory perception. A novel component of his work is a higher-order statistical approach to classifying frequency specific, spatio-temporal brain signals from the electroencephalogram (EEG) coupled with high-resolution source imaging techniques. Dr. Gilley applies these models to behavioral data that can be used to predict causal order of classified brain signals.