Written for scientists and physicians in the fields of biology, physics, and engineering, this book presents the fundamentals of control theory and computational neuroscience. The book examines a range of applications, including brain-machine interfaces and neural stimulation. Topics include linear and nonlinear Kalman filtering, Hodgkin-Huxley equations, simplified neuronal models, neural field equations, Parkinson's disease and epilepsy applications, and control systems with electrical fields.
MATLAB is used to solve numerous examples in the book. In addition, a supplemental set of MATLAB code files is available for download.