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This lecture by the instructor covers the aims and challenges in computational neuroscience, focusing on neuronal dynamics of cognition. Topics include continuum models, cortical fields, perception, transients, spatial continuum in the cortex, orientation columns, perception, and head direction cells. The lecture also delves into mean-field arguments, stationary states, asynchronous activity, and mathematical and cognitive modeling aims beyond stationary states.