qThis book offers an introduction to nonlinear dynamical systems theory for researchers and graduate students in neuroscience. It also provides an overview of neuroscience for mathematicians who want to learn the basic facts of electrophysiology. Dynamical Systems in Neuroscience presents a systematic study of the relationship of electrophysiology, nonlinear dynamics, and computational properties of neurons. It emphasizes that information processing in the brain depends not only on the electrophysiological properties of neurons but also on their dynamical properties. The book introduces dynamical systems, starting with one- and two-dimensional Hodgkin-Huxley-type models and continuing to a description of bursting systems. Each chapter proceeds from the simple to the complex, and provides sample problems at the end.q--Publisher's website.This book offers an introduction to nonlinear dynamical systems theory for researchers and graduate students in neuroscience.
|Title||:||Dynamical Systems in Neuroscience|
|Author||:||Eugene M. Izhikevich|
|Publisher||:||MIT Press - 2007|