Borisyuk, Alla / Terman, David H. et al. Tutorials in Mathematical Biosciences I - Mathematical Neuroscience. Springer Berlin Heidelberg, 2005.

eng

Alla Borisyuk / David H. Terman / Avner Friedman / G. Bard Ermentrout

Tutorials in Mathematical Biosciences I

Mathematical Neuroscience

Springer Berlin Heidelberg
2005

Taschenbuch
184 Seiten
ISBN 9783540238584

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

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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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