new book: Spiking Neuron Models
Wulfram Gerstner
Wulfram.Gerstner at epfl.ch
Tue Sep 24 05:14:01 EDT 2002
I would like to announce a new book,
Spiking Neuron Models - Single Neurons, Populations, Plasticity
by W. Gerstner and W. M. Kistler.
The book combines fundamentals
(Hodgkin-Huxley model, two-dimensional neuron models, etc)
with topics of current research such as
spike-time dependent plasticity, neural coding,
the role of noise, and population density methods.
The book should be useful both
for researchers interested in the theory of spiking neurons
and for graduate students (e.g., as a background text for
courses in computational neuroscience or neural modeling).
The book is available from Cambridge Universtiy Press
http://www.cup.org/titles/catalogue.asp?isbn=0521890799
or Amazon
http://www.amazon.com/exec/obidos/ASIN/0521890799/ref%3Ded%5Foe%5Fp/102-2490052-6800107
If you would like to browse through the book, see
http://diwww.epfl.ch/~gerstner/BUCH.html
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
--
Wulfram Gerstner Swiss Federal Institute of Technology Lausanne
Professor Laboratory of Computational Neuroscience, DI-LCN
1015 Lausanne EPFL
Tel. +41-21-693 6713 wulfram.gerstner at epfl.ch
Fax. +41-21-693 5263 http://diwww.epfl.ch/mantra
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