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This lecture by the instructor covers the computational neuroscience aspects related to perception, focusing on cortical fields and spatial continuum models. Topics include neuronal dynamics, transients, solution types, edge enhancement, grid illusion, Mach bands, and contrast enhancement. The lecture also discusses the application of field models to visual cortex cells, surround suppression, and receptive field tuning.