Spiking Neuron Models: Single Neurons, Populations, Plasticity

Gerstner, Wulfram, Kistler, Werner M.

ISBN 10: 0521813840 / ISBN 13: 9780521813846

Published by Cambridge University Press, 2002

About this Item

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Bibliographic Details

• Title: Spiking Neuron Models: Single Neurons, Populations, Plasticity
• Publisher: Cambridge University Press
• Publication Date: 2002
• Language: English
• ISBN 10: 0521813840
• ISBN 13: 9780521813846
• Binding: hardcover
• Condition: Good
• Dust Jacket Condition: Dust Jacket Included
• Book Type: book

About this title

Synopsis

This introduction to spiking neurons can be used in advanced-level courses in computational neuroscience, theoretical biology, neural modeling, biophysics, or neural networks. It focuses on phenomenological approaches rather than detailed models in order to provide the reader with a conceptual framework. The authors formulate the theoretical concepts clearly without many mathematical details. While the book contains standard material for courses in computational neuroscience, neural modeling, or neural networks, it also provides an entry to current research. No prior knowledge beyond undergraduate mathematics is required.

Book Description

This is an introduction to spiking neurons for advanced undergraduate or graduate students. It can be used with courses in computational neuroscience, theoretical biology, neural modeling, biophysics, or neural networks. It focuses on phenomenological approaches rather than detailed models in order to provide the reader with a conceptual framework. No prior knowledge beyond undergraduate mathematics is necessary to follow the book. Thus it should appeal to students or researchers in physics, mathematics, or computer science interested in biology; moreover it will also be useful for biologists working in mathematical modeling.