Chapter 33 – Modeling Spike Trains as a Poisson Process

This chapter focuses on point process models for characterizing and simulating trains of actions potentials generated by neurons. Initially, a simple homogeneous Poisson process model will be introduced to capture fundamental characteristics. Models with greater sophistication will be introduced to incorporate more complex activity, such as refractory periods and bursting.