Spiking neuron models : single neurons, populations, plasticity /

Spiking neuron models : single neurons, populations, plasticity /

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Bibliographic Details
Author / Creator:Gerstner, Wulfram.
Imprint:Cambridge, U.K. ; New York : Cambridge University Press, 2002.
Description:1 online resource (xiv, 480 pages) : illustrations
Language:English
Subject:
Neurons.
Neural networks (Neurobiology)
Neuroplasticity.
Computational neuroscience.
Neurons.
Models, Neurological.
Nerve Net.
Neuronal Plasticity.
Computational neuroscience.
Neural networks (Neurobiology)
Neurons.
Neuroplasticity.
Format: E-Resource Book
URL for this record:http://pi.lib.uchicago.edu/1001/cat/bib/11132850
Hidden Bibliographic Details
Other authors / contributors:Kistler, Werner M., 1969-
ISBN:051107817X
9780511078170
0511076606
9780511076602
0511075065
9780511075063
9780511815706
0511815700
1283329352
9781283329354
9780511203756
0511203756
0521813840
9780521813846
0521890799
9780521890793
Notes:Includes bibliographical references (pages 455-475) and index.
Print version record.
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.
Other form:Print version: Gerstner, Wulfram. Spiking neuron models. Cambridge, U.K. ; New York : Cambridge University Press, 2002 0521813840 0521890799
Standard no.:9780511078170
Table of Contents:
  • 1. Introduction
  • Part I. Single Neuron Models
  • 2. Detailed neuron models
  • 3. Two-dimensional neuron models
  • 4. Formal spiking neuron models
  • 5. Noise in spiking neuron models
  • Part II. Population Models
  • 6. Population equations
  • 7. Signal transmission and neuronal coding
  • 8. Oscillations and synchrony
  • 9. Spatially structured networks
  • Part III. Models of Synaptic Plasticity
  • 10. Hebbian models
  • 11. Learning equations
  • 12. Plasticity and coding
  • Bibliography
  • Index

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