This lecture by the instructor covers the spatial continuum models in computational neuroscience, focusing on field equations and coupling mechanisms. The content includes cortical fields, perception, neuronal dynamics, and solution types. The lecture discusses the Wilson and Cowan model, the Mexican hat coupling, and more realistic cortical coupling. It explains the population activity, membrane potential, and effective long-range interactions in the context of neuronal dynamics.