This lecture covers the concept of reversal potential and the Nernst equation in the context of computational neuroscience, focusing on the biophysics of neurons, ion channels, and ion pumps. The instructor explains how the resting potential of -70mV arises, the flow of ions through channels, and the emission of action potentials by neurons.