This lecture by the instructor focuses on the computational neuroscience aspects related to cortical fields and perception, covering topics such as transients, orientation columns, solution types, perception, and head direction cells. The presentation delves into continuum models, spatial continuum in the cortex, and the existence of orientation columns and identical cells.