This lecture by the instructor covers the neuronal dynamics of cognition, focusing on solution types in computational neuroscience. Topics include transients, spatial continuum models, and two main solution types: homogeneous and bump solutions. The lecture explores the field equations, activity profiles, and possible applications of these solutions in neural networks.