
Title  Dynamics of Neural Networks : A Mathematical and Clinical Approach 
Author(s)  van Putten, Michel J.A.M 
Publication  Berlin, Heidelberg, Springer Berlin Heidelberg, 2020. 
Description  XVII, 259 p. 138 illus., 40 illus. in color : online resource 
Abstract Note  This book treats essentials from neurophysiology (Hodgkin???Huxley equations, synaptic transmission, prototype networks of neurons) and related mathematical concepts (dimensionality reductions, equilibria, bifurcations, limit cycles and phase plane analysis). This is subsequently applied in a clinical context, focusing on EEG generation, ischaemia, epilepsy and neurostimulation. The book is based on a graduate course taught by clinicians and mathematicians at the Institute of Technical Medicine at the University of Twente. Throughout the text, the author presents examples of neurological disorders in relation to applied mathematics to assist in disclosing various fundamental properties of the clinical reality at hand. Exercises are provided at the end of each chapter; answers are included. Basic knowledge of calculus, linear algebra, differential equations and familiarity with MATLAB or Python is assumed. Also, students should have some understanding of essentials of (clinical) neurophysiology, although most concepts are summarized in the first chapters. The audience includes advanced undergraduate or graduate students in Biomedical Engineering, Technical Medicine and Biology. Applied mathematicians may find pleasure in learning about the neurophysiology and clinic essentials applications. In addition, clinicians with an interest in dynamics of neural networks may find this book useful, too 
ISBN,Price  9783662611845 
Keyword(s)  1. Applications of Nonlinear Dynamics and Chaos Theory
2. Biological and Medical Physics, Biophysics
3. BIOLOGICAL PHYSICS
4. Biomedical engineering
5. Biomedical Engineering and Bioengineering
6. BIOPHYSICS
7. EBOOK
8. EBOOK  SPRINGER
9. IMAGE PROCESSING
10. NEUROBIOLOGY
11. Neurology
12. Neurology??
13. SIGNAL PROCESSING
14. Signal, Image and Speech Processing
15. Speech processing systems
16. STATISTICAL PHYSICS

Item Type  eBook 
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Call#  Status  Issued To  Return Due On  Physical Location 
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