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Author Gerstner, Wulfram.

Title Spiking neuron models : single neurons, populations, plasticity / Wulfram Gerstner, Werner M. Kistler
Published Cambridge, U.K. ; New York : Cambridge University Press, 2002
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Description 1 online resource (xiv, 480 pages) : illustrations
Contents Single Neuron Models -- Detailed neuron models -- Two-dimensional neuron models -- Formal spiking neuron models -- Noise in spiking neuron models -- Population Models -- Population equations -- Signal transmission and neuronal coding -- Oscillations and synchrony -- Spatially structured networks -- Models of Synaptic Plasticity -- Hebbian models -- Learning equations -- Plasticity and coding
Summary Aimed at courses in computational neuroscience, theoretical biology, biophysics, or neural networks, this text will suit students of physics, mathematics, or computer science, as well as biologists who are interested in mathematical modelling. A large number of worked examples are embedded in the profusely-illustrated text
Bibliography Includes bibliographical references (pages 455-475) and index
Notes Print version record
Subject Computational neuroscience.
Neural networks (Neurobiology)
Neurons.
Neuroplasticity.
Neurons.
Models, Neurological.
Nerve Net.
Neuronal Plasticity.
Form Electronic book
Author Kistler, Werner M., 1969-
ISBN 0511075065 (electronic bk. ; Adobe Reader)
0511076606 (electronic bk. ; Adobe Reader)
051107817X (electronic bk.)
0511815700 (electronic bk.)
1283329352
9780511075063 (electronic bk. ; Adobe Reader)
9780511076602 (electronic bk. ; Adobe Reader)
9780511078170 (electronic bk.)
9780511815706 (electronic bk.)
9781283329354