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Spiking Neuron Models

Name: Spiking Neuron Models
Brand: Cambridge University Press
SKU: 04379164
Price: 33957 HUF
Availability: InStock
Author: Wulfram Gerstner
ISBN: 9780521890793

Wulfram Gerstner

Language

English

Book Paperback

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

Libristo code: 04379164

232 b

33 957 Ft

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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.