This purpose of this Funding Opportunity Announcement (FOA) solicits Small Business Innovation Research (SBIR) grant applications from small business concerns (SBCs) that propose to develop and commercialize technologies for high throughput data acquisition and analysis that could aid the research fields of basic behavioral science, neuroscience or neuroAIDS relevant to the missions of the National Institute of Mental Health (NIMH) and National Institute of Neurological Disorders and Stroke (NINDS).