An Introduction to Modeling Neuronal Dynamics

Nonfiction, Science & Nature, Mathematics, Applied, Health & Well Being, Medical, Specialties, Internal Medicine, Neuroscience
Cover of the book An Introduction to Modeling Neuronal Dynamics by Christoph Börgers, Springer International Publishing
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Author: Christoph Börgers ISBN: 9783319511719
Publisher: Springer International Publishing Publication: April 17, 2017
Imprint: Springer Language: English
Author: Christoph Börgers
ISBN: 9783319511719
Publisher: Springer International Publishing
Publication: April 17, 2017
Imprint: Springer
Language: English

This book is intended as a text for a one-semester course on Mathematical and Computational Neuroscience for upper-level undergraduate and beginning graduate students of mathematics, the natural sciences, engineering, or computer science. An undergraduate introduction to differential equations is more than enough mathematical background. Only a slim, high school-level background in physics is assumed, and none in biology.

Topics include models of individual nerve cells and their dynamics, models of networks of neurons coupled by synapses and gap junctions, origins and functions of population rhythms in neuronal networks, and models of synaptic plasticity.

An extensive online collection of Matlab programs generating the figures accompanies the book.  

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This book is intended as a text for a one-semester course on Mathematical and Computational Neuroscience for upper-level undergraduate and beginning graduate students of mathematics, the natural sciences, engineering, or computer science. An undergraduate introduction to differential equations is more than enough mathematical background. Only a slim, high school-level background in physics is assumed, and none in biology.

Topics include models of individual nerve cells and their dynamics, models of networks of neurons coupled by synapses and gap junctions, origins and functions of population rhythms in neuronal networks, and models of synaptic plasticity.

An extensive online collection of Matlab programs generating the figures accompanies the book.  

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