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| METHODS AND MODELS IN NEUROPHYSICS, SESSION LXXX
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Lecture Notes of the Les Houches Summer School 2003
To order this title, and for more information, click here
Proceedings of the Les Houches Summer School 2003
Carson Chow
Boris Gutkin
David Hansel
Claude Meunier
Jean Dalibard, Ph.D., Laboratoire Kastler Brossel, ENS, Paris, France
Included in series
Les Houches, 80
Description
Neuroscience is an interdisciplinary field that strives to understand the functioning of neural systems at levels ranging from biomolecules
and cells to behaviour and higher brain functions (perception, memory, cognition). Neurophysics has flourished over the past three decades,
becoming an indelible part of neuroscience, and has arguably entered its maturity. It encompasses a vast array of approaches stemming
from theoretical physics, computer science, and applied mathematics. This book provides a detailed review of this field from basic concepts
to its most recent development.
Audience
Advanced graduate students and post-doctoral fellows in mathematics and physics, practicing researchers who are moving into theoretical
neuroscience, and to neuroscientists who would like to gain deeper understanding of theory
Contents
1. E. Marder, Experimenting with theory
2. A. Borysuk and J. Rinzel, Understanding neuronal dynamics by geometrical dissection of minimal
models
3. D.Terman, Geometry singular perturbation analysis of neuronal dynamics
4. G. Mato, Theory of neural synchrony
5. M. Shelley,
Some useful numerical techniques for simulating integrate-and-fire networks
6. D. Golomb, Propagation of pulses in cortical networks:
the single-spike approximation
7. M. Tsodyks, Activity-dependent transmission in neocortical synapses
8. H. Sompolinsky and J. White,
Theory of large recurrent networks: from spikes to behavior
9. C. van Vreeswijk, Irregular activity in large networks of neurons
10.
N. Brunel, Network models of memory
11. P. Bressloff, Pattern formation in visual cortex
12. F. Wolf, Symmetry breaking and pattern selection
in visual cortical development
13. A. Treves and Y. Roudi, On the evolution of the brain
14. E. Brown, Theory of point processes for
neural systems
15. C. Pouzat, Technique(s) for spike sorting
16. N. Tishby, The emergence of relevant data representations: an information
theoretic approach
| Bibliographic details |
Hardbound, 862 pages, publication date: DEC-2004
ISBN-13: 978-0-444-51792-0
ISBN-10: 0-444-51792-8
Imprint: ELSEVIER
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| Price and Ordering |
Price:
EUR 44.37
USD 99.95
GBP 40.20
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Last update: 3 Oct 2009
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