Books  Data Analysis & Modelling  Bioinformatics 

Spiking Neuron Models: An Introduction

By: W Gerstner and W Kistler

494 pages, 162 figs

Cambridge University Press

Paperback | Aug 2002 | #136836 | ISBN: 0521890799
Availability: Usually dispatched within 6 days Details
NHBS Price: £49.99 $63/€59 approx
Hardback | Aug 2002 | #136835 | ISBN: 0521813840
Out of Print Details

About this book

Aimed at courses in computational neuroscience, theoretical biology, biophysics, or neural networks.

'The treatment undoubtedly holds pointers to future developments that will allow robots to come closer to their biological prototypes.' Journal of Robotica


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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