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Borisyuk / Ermentrout / Friedman

Tutorials in Mathematical Biosciences I

Mathematical Neuroscience
2005. Buch. X, 170 S.: Bibliographien. Softcover
Springer ISBN 978-3-540-23858-4
Format (B x L): 15,5 x 23,5 cm
Gewicht: 320 g
In englischer Sprache
Das Werk ist Teil der Reihen:
This volume introduces some basic theories on computational neuroscience. Chapter 1 is a brief introduction to neurons, tailored to the subsequent chapters. Chapter 2 is a self-contained introduction to dynamical systems and bifurcation theory, oriented towards neuronal dynamics. The theory is illustrated with a model of Parkinson's disease. Chapter 3 reviews the theory of coupled neural oscillators observed throughout the nervous systems at all levels; it describes how oscillations arise, what pattern they take, and how they depend on excitory or inhibitory synaptic connections. Chapter 4 specializes to one particular neuronal system, namely, the auditory system. It includes a self-contained introduction, from the anatomy and physiology of the inner ear to the neuronal network that connects the hair cells to the cortex, and describes various models of subsystems.
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