[MURG] Spiking Neuronal Models, online book

[Eugen Leitl]

http://diwww.epfl.ch/~gerstner/SPNM/SPNM.html

Spiking Neuron Models
Single Neurons, Populations, Plasticity

Wulfram Gerstner and Werner M. Kistler


    * Contents
          o 1. Introduction 

    * I. Single Neuron Models
          o 2. Detailed Neuron Models
          o 3. Two-Dimensional Neuron Models
          o 4. Formal Spiking Neuron Models
          o 5. Noise in Spiking Neuron Models 

    * II. Population Models
          o 6. Population Equations
          o 7. Signal Transmission and Neuronal Coding
          o 8. Oscillations and Synchrony
          o 9. Spatially Structured Networks 

    * III. Models of Synaptic Plasticity
          o 10. Hebbian Models
          o 11. Learning Equations
          o 12. Plasticity and Coding 

    * Bibliography
    * Index 


Gerstner and Kistler
Spiking Neuron Models. Single Neurons, Populations, Plasticity
Cambridge University Press, 2002
paperback: ISBN 0 521 89079 9
hardcover: ISBN 0 521 81384 0
Amazon

-- Eugen* Leitl <a href="http://leitl.org">leitl</a>
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ICBM: 48.07078, 11.61144 http://www.leitl.org
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