Focus on Computational Cognitive Neuroscience

Building on the research programs of many faculty who use computational methods to understand brain functioning and behavior, this new training focus will provide training and research opportunities for the next generation of cognitive neuroscientists.

Memory & Decision Lab

The Bakkour Memory and Decision Lab focuses on how we use memory of the past to make decisions in the present that impact the future. We primarily use fMRI, patient studies, and eyetracking in combination with novel behavioral paradigms, computational models such as drift diffusion and reinforcement learning models, non-parametric statistics, and machine learning methods to elucidate the computations that the brain performs when humans draw on their past experiences to make everyday decisions.

Experience, Memory and Knowledge lab

The Experience, Memory and Knowledge Lab seeks to understand how multiple brain regions support the formation of memory and knowledge. We combine electrophysiology, quantitative behavior tasks and computational modeling to understand the relationship between neural activity and cognitive function.

Environmental Neuroscience Lab

The Environmental Neuroscience Lab utilizes non-linear dynamics, systems models, causal models, and multivariate statistics to understand the comples relationships between the environment, brain and behavior. This also involves the use of big data sets involving millions of cellphone traces, millions of Twitter posts and thousands of brains.

Cognition, Attention & Brain Lab

The Cognition, Attention & Brain Lab explores how we pay attention. We ask what we can learn about individuals from their unique patterns of brain activity and what this can tell us about the nature of the brain and mind. We use functional MRI, machine learning methods, and behavioral experiments to investigate how attention differs between people, fluctuates over time, changes across development, and interacts with the rest of the mind.

Motivation & Cognitive Neuroscience Lab

The Motivation & Cognition Neuroscience Lab examines how goals, desires, and beliefs affect how people perceive and respond to the physical and social world. We use functional MRI, computational models, physiological measures, NLP methods, and naturalistic task paradigms to study the cognitive and neural mechanisms underlying motivation-cognition interactions.