This lecture explores the comparison between rate codes and temporal codes in neural dynamics, focusing on the concepts of timing codes, stochastic resonance, and the problem of neural coding. It delves into topics such as population rate, time-to-first spike, phase of spike, and the impact of changing noise levels on signal transmission.