This study seeks to investigate neural abnormalities in individuals with PTSD, schizophrenia, epilepsy, and autism, utilizing machine learning analysis of EEG data.

The study also focuses on developing computational methods to analyze and interpret biological time series data, leading to novel classification methods in the field of machine learning  and findings in the field of biology.