Spiking Neuron Models Single Neurons, Populations, Plasticity

ISBN-10: 0521890799

ISBN-13: 9780521890793

Edition: 2002

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Description: Neurons in the brain communicate by short electrical pulses, the so-called action potentials or spikes. This is an introduction to spiking neurons for advanced undergraduate or graduate students.

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Book details

List price: $89.99
Copyright year: 2002
Publisher: Cambridge University Press
Publication date: 8/15/2002
Binding: Paperback
Pages: 496
Size: 7.00" wide x 10.00" long x 0.75" tall
Weight: 2.288
Language: English

Wulfram Gerstner is Director of the Laboratory of Computational Neuroscience and a Professor of Life Sciences and Computer Science at the �cole Polytechnique F�d�rale de Lausanne (EPFL) in Switzerland. He studied physics in Tubingen and Munich and holds a PhD from the Technical University of Munich. His research in computational neuroscience concentrates on models of spiking neurons and synaptic plasticity. He teaches computational neuroscience to physicists, computer scientists, mathematicians, and life scientists. He is a co-author of Spiking Neuron Models (Cambridge University Press, 2002).

Introduction
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
Bibliography
Index
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