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Spiking Neuron Models

Language EnglishEnglish
Book Paperback
Book Spiking Neuron Models Wulfram Gerstner
Libristo code: 04379164
Publishers Cambridge University Press, August 2002
Neurons in the brain communicate by short electrical pulses, the so-called action potentials or spik... Full description
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Neurons in the brain communicate by short electrical pulses, the so-called action potentials or spikes. How can we understand the process of spike generation? How can we understand information transmission by neurons? What happens if thousands of neurons are coupled together in a seemingly random network? How does the network connectivity determine the activity patterns? And, vice versa, how does the spike activity influence the connectivity pattern? These questions are addressed in this 2002 introduction to spiking neurons aimed at those taking courses in computational neuroscience, theoretical biology, biophysics, or neural networks. The approach will suit students of physics, mathematics, or computer science; it will also be useful for biologists who are interested in mathematical modelling. The text is enhanced by many worked examples and illustrations. There are no mathematical prerequisites beyond what the audience would meet as undergraduates: more advanced techniques are introduced in an elementary, concrete fashion when needed.

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About the book

Full name Spiking Neuron Models
Language English
Binding Book - Paperback
Date of issue 2002
Number of pages 496
EAN 9780521890793
ISBN 0521890799
Libristo code 04379164
Weight 842
Dimensions 175 x 246 x 23
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