Dynamical Systems in Neuroscience: The Geometry of Excitability and Bursting
Eugene M. Izhikevich, Brain Corporation
The MIT Press, 2007
ISBN: 978-0-262-09043-8;
Language: English
Written for researchers and graduate students in neuroscience, Dynamical Systems in Neuroscience presents a systematic study of the relationship of electrophysiology, nonlinear dynamics, and computational properties of neurons. The book emphasizes that information processing in the brain depends not only on the electrophysiological properties of neurons but also on their dynamical properties. Topics covered include one- and two-dimensional systems, bifurcations, and conductance-based models and their reductions.
MATLAB technical computing software is used throughout the book to solve real-world application examples. In addition, a supplemental set of MATLAB code files is available for download.
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