Dynamical Systems in Neuroscience – The Geometry of Excitability and Bursting, Eugene M. Izhikevich, MIT Press, 2010
This book for brain researchers is on theoretical neuroscience. It posits mathematical models for neuron electrical activity, and is not easy reading. 400 pages.