On Neuron Spike Trains Human brain is a very complex organ. Information is carried between neurons by sequences of action potentials (spikes or pulses). Understanding the flow of information through such a complex organ is one of the major challenges in neuroscience. In this talk, I will review statistical methods for the analysis of neural spike train data and discuss future challenges for multiple spike train analysis.