The purpose of this study is to develop a novel approach and software for analyzing electroencephalography (EEG) data to identify biomarkers of ADHD. Then to test the ability of this assessment tool to differentiate between adults with ADHD and healthy controls by comparing the classification accuracy of the metrics from the new tool to the classification accuracy of existing behavioral tests for ADHD.