There are two very distinctive approaches to developing mathematical models for brain function and behavior. One approach, exemplified by Traub and colleagues and by the Blue Brain project is to start with a detailed, biophysically accurate description of a single neuron. This book deals with this topic.
From the book reviews:
“Excellent description of neurophysiology of dynamics systems, both linear and nonlinear. Highly recommended.” (Joseph J. Grenier, Amazon.com, October, 2014)