Tracking the neural signature of cognitive control with model-based lesion-mapping Jan Gläscher University Medical Center Hamburg-Eppendorf Cognitive control is one of the hallmarks of higher-order cognitive functions in humans and is commonly usually associated with prefrontal brain regions. Damage to these regions can lead to impairments in fairly high-level abilities such as action planning, deterioration of motor execution and monitoring of action plans, while keeping more basic perceptual, motor, memory, and language functions intact. There exist a number of widely used neuropsychological tests that target specific aspects of cognitive control. In this talk I will present data from 3 studies that aim at characterizing diminished cognitive control in healthy elderly participants as well as in neurological patients with circumscribed brain lesion. After surveying the brain structures associated with various cognitive control tasks, I will present recent efforts to characterize the impaired cognitive function in more detail using computational modeling in combination with voxel-based lesion mapping. This novel approach employs meaningful parameters of a computational model and treats them as a cognitive (endo)phenotype, which readily renders itself to brain mapping technique. Model-based lesion mapping therefore parallels recent efforts in the emerging field of computational psychiatry, which also aims at characterizing psychiatric patients in terms of their computational signature on various cognitive tasks.