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 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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EAN: 9780521890793
UPC: 9780521890793
ISBN: 9780521890793
MPN: N/A
Item Length: 24.4 cm
Number of Pages: 496 Pages
Publication Name: Spiking Neuron Models: Single Neurons, Populations, Plasticity
Language: English
Publisher: Cambridge University Press
Item Height: 244 mm
Subject: Computer Science, Biology
Publication Year: 2002
Type: Textbook
Item Weight: 990 g
Author: Werner M. Kistler, Wulfram Gerstner
Item Width: 177 mm
Format: Paperback