Human Research and Engineering Directorate Research Areas

Computational Modeling of Neural Systems for Translational Neuroscience

Advisor: McDowell, Kaleb X.  (kaleb.mcdowel@us.army.mil   410.278.1453)

Location: Human Research and Engineering Directorate, Aberdeen Proving Ground, MD 21005-5425

Key words: Computational modeling; Theoretical neuroscience; Applied mathematics; Nonlinear dynamical systems;

With the emergence of information about neural systems, such as intersensory regulation systems, the resting state network, or motor control systems, the need arises to understand how such systems interrelate into a cohesive network to impacts real-world behavior. The Army Research Laboratory has research opportunities available to use a computational modeling approach to uncover the significance of specific neural systems and the impact of the interaction of such systems with other neural systems on real-world behavior. Current laboratory efforts focus on multi-sensory systems, cognitive and affective systems, and the cohesive network that underlies complex operationally-relevant tasks. Research to characterize and understand individual differences is emphasized. The Associate will apply advanced statistical and computational modeling approaches, such as Liquid State Machines, Echo State Networks, or nonlinear dynamical systems, to understand the stability and transient dynamics of neural systems underlying the production of behavioral performance and constraints on neural processing. A program of research will advance translational principles that will ultimately contribute novel and innovative understandings of nervous system behavior and function that can drive and inform the development of ongoing and future applied research programs.