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Cambridge University Press Spiking Neuron Models: Single Neurons, Populations, Plasticity

Name: Spiking Neuron Models: Single Neurons, Populations, Plasticity
Brand: Cambridge University Press
Price: 60.69 GBP
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Description

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.

Product Specifications

Brand: Cambridge University Press
Format: paperback
ASIN: 0521890799
Category: Books > Subjects > Computing & Internet > Computer Science > AI & Machine Learning
Domain: Amazon UK
Release Date: 15 August 2002
Listed Since: 04 January 2007

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Cambridge University Press Spiking Neuron Models: Single Neurons, Populations, Plasticity

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