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I study the link between physiology and behaviour from a computational viewpoint. I am interested in the dynamics of sensory and motor cortices, and how they support complex computations such as movement generation or perceptual inference. Through methods from control theory, statistical physics and dynamical systems, my research has led to a couple of models of neuronal population dynamic, that explain some key aspects of movement-related activity in M1, as well as the stimulus dependence of activity variability in many cortical areas.
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Thomas Soares Mullen,Marine Schimel,Guillaume Hennequin,Christian K. Machens,Michael Orger, Adrien Jouary
ICLR 2024 (2024)
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