This lecture covers the neuronal dynamics of cognition, focusing on synaptic plasticity and learning. It discusses the Triplet STDP model, comparing it to pair-based STDP models and exploring its relation to the BCM rule. The instructor explains the mechanisms behind the Triplet STDP model and its parameters extracted from experimental data.