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Contents
Spiking Neuron Models
Single Neurons, Populations, Plasticity
Wulfram Gerstner and Werner M. Kistler
Contents
1. Introduction
I. Single Neuron Models
2. Detailed Neuron Models
3. Two-Dimensional Neuron Models
4. Formal Spiking Neuron Models
5. Noise in Spiking Neuron Models
II. Population Models
6. Population Equations
7. Signal Transmission and Neuronal Coding
8. Oscillations and Synchrony
9. Spatially Structured Networks
III. Models of Synaptic Plasticity
10. Hebbian Models
11. Learning Equations
12. Plasticity and Coding
Bibliography
Index
Gerstner and Kistler
Spiking Neuron Models. Single Neurons, Populations, Plasticity
Cambridge University Press, 2002
