Abstract #1147

Functional MRI Constrained EEG Sources Localization for Brain State Classification

Changming Wang^1,2, Zhihao Li¹, Gopikrinsha Desphande¹, Li Yao², Xiaoping Hu¹

¹Biomedical Engineering, Emory Univ./Georgia Tech., Atlanta, GA, United States; ²Inst. of Cog. Neurosci. & Learning, Beijing Normal Univ., Beijing, China

We used fMRI to assist single-trial EEG signal classification by transforming scalp EEG into corresponding source activation patterns. The classification performance for 4 categories visual perception task was around 98%.