George Washington University · Mathematics & StatisticsHarchaoui Neurostim Lab
Zaid Harchaoui · Washington, District of Columbia
Research Focus
Dr. Zaid Harchaoui's lab focuses on using advanced machine learning techniques to improve brain stimulation methods for treating mental health conditions. The research aims to better understand how brain stimulation affects network dynamics in the brain and to create intelligent systems that can guide these treatments. This interdisciplinary work combines neuroscience, biostatistics, and artificial intelligence to help enhance cognitive functions such as memory and attention.
brain stimulationexplainable machine learningelectrocorticographypsychiatric disordersnetwork dynamics
Research Aims
3AIM 01Develop machine learning models for brain stimulation analysis.
AIM 02Learn functional connectivity from ECoG data.
AIM 03Create AI-guided systems for effective brain stimulation treatments.
Skills the Lab Values
machine learningdata analysiselectrocorticography (ECoG)graph convolutional networksexperimental design