This lecture by the instructor covers the computational neuroscience aspects related to the neuronal dynamics of cognition, focusing on population activity, cortical populations, mean-field arguments, and connectivity schemes in models. It delves into the concepts of local cortical connectivity across layers, full and random connectivity schemes, and the prediction of population activity based on connection probability and neuron properties. The lecture also includes a quiz scenario to test understanding of network simulations and population activity fluctuations.