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Principles of Computational Modelling in Neuroscience
David Sterratt, Bruce Graham, Andrew Gillies, David WillshawHow much do you like this book?
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The nervous system is made up of a large number of interacting elements. To understand how such a complex system functions requires the construction and analysis of computational models at many different levels. This book provides a step-by-step account of how to model the neuron and neural circuitry to understand the nervous system at all levels, from ion channels to networks. Starting with a simple model of the neuron as an electrical circuit, gradually more details are added to include the effects of neuronal morphology, synapses, ion channels and intracellular signaling. The principle of abstraction is explained through chapters on simplifying models, and how simplified models can be used in networks. This theme is continued in a final chapter on modeling the development of the nervous system. Requiring an elementary background in neuroscience and some high school mathematics, this textbook is an ideal basis for a course on computational neuroscience.
Categories:
Year:
2011
Edition:
1
Publisher:
Cambridge University Press
Language:
english
Pages:
404
ISBN 10:
0521877954
ISBN 13:
9780521877954
File:
PDF, 6.28 MB
Your tags:
IPFS:
CID , CID Blake2b
english, 2011
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