Methods and models in neurophysics = Methodes et modeles en neurophysique : École d'Été de Physique des Houches, Session LXXX, 28 July-29 August 2003, Nato Advanced Study Institute, Ecole Thematique du CNRS
by
Ecole d'été de physique théorique (Les Houches, Haute-Savoie, France) (80th : 2003)
Title
:
Methods and models in neurophysics = Methodes et modeles en neurophysique : École d'Été de Physique des Houches, Session LXXX, 28 July-29 August 2003, Nato Advanced Study Institute, Ecole Thematique du CNRS
Author
:
Ecole d'été de physique théorique (Les Houches, Haute-Savoie, France) (80th : 2003)
ISBN
:
9780444517920
9780080536385
Conference Author
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Ecole d'été de physique théorique (Les Houches, Haute-Savoie, France) (80th : 2003)
Edition
:
1st ed.
Physical Description
:
1 online resource (xxxii, 829 pages) : illustrations
Contents
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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.
Abstract
:
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.
Subject Term
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Neural networks (Neurobiology) -- Computer simulation -- Congresses.
Nervous system -- Computer simulation -- Congresses.
Computational neuroscience -- Congresses.
SOCIAL SCIENCE -- Anthropology -- Physical.
Computational neuroscience. (OCoLC)fst00872004
Nervous system -- Computer simulation. (OCoLC)fst01036088
Neural networks (Neurobiology) -- Computer simulation. (OCoLC)fst01036272
Genre
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Electronic books.
Conference papers and proceedings. (OCoLC)fst01423772
Conference papers and proceedings.
Added Author
:
Chow, C. C. (Carson C.),
Electronic Access
:
| Shelf Number | Item Barcode | Shelf Location | Shelf Location | Holding Information |
|---|
| QP363.3 .E36 2003 EB | 1185478-1001 | Elsevier E-Book Collections | Elsevier E-Book Collections | |