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Spiking Neuron Models

时间:2007-02-13 02:08来源:diwww.epfl.ch 作者:bioguider 阅读:

Spiking Neuron Models

Single Neurons, Populations, Plasticity

Wulfram Gerstner and Werner M. Kistler
Cambridge University Press (August 2002)

paperback: ISBN 0 521 89079 9 : 40 USD
hardcover: ISBN 0 521 81384 0 : 90 USD

Order directly from Cambridge University Press or from Amazon



If you want to browse through the book, here is the full book as html.
If you are interested in teaching a course based on the book, here is some Teaching Material.

© Cambridge University Press
This book is in copyright. No reproduction of any part of it may take place without the written permission of Cambridge University Press.

Table of Contents
Preface
Chapter 1: Introduction

Part I: Single Neuron Models
Chapter 2: Detailed Neurom Models
Chapter 3: Two-Dimensional Neuron Models
Chapter 4: Formal Spiking Neuron Models
Chapter 5: Noise in Spiking Neuron Models

Part II: Populations of Spiking Neurons
Chapter 6: Population Equations
Chapter 7: Signal Transmission and Coding
Chapter 8: Oscillations and Synchrony
Chapter 9: Spatially Structured Networks

Part III: Models of Synaptic Plasitity
Chapter 10: Hebbian Models
Chapter 11: Learning Equations
Chapter 12: Plasticity and Coding

Bibliography and Index

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