Methods and models in neurophysics = Méthodes et modèles en neurophysique :École d'été de physique des Houches session LXXX, 28 July-29 August 2003, NATO Advanced Study Institute, École thématique du CNRS.
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Meeting name: | Ecole d'été de physique théorique (Les Houches, Haute-Savoie, France) (80th : 2003) |
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Edition: | 1st ed. |
Imprint: | Amsterdam ; Boston : Elsevier, 2005. |
Description: | xxxii, 829 p. ; 24 cm. |
Language: | English |
Subject: | Neural networks (Neurobiology) -- Computer simulation -- Congresses. Nervous system -- Computer simulation -- Congresses. Computational neuroscience -- Congresses. Computational neuroscience. Nervous system -- Computer simulation. Neural networks (Neurobiology) -- Computer simulation. Conference papers and proceedings. |
Format: | Print Book |
URL for this record: | http://pi.lib.uchicago.edu/1001/cat/bib/5607175 |
Table of Contents:
- 1. Experimenting with theory
- 2. Understanding neuronal dynamics by geometrical dissection of minimal models
- 3. Geometry singular perturbation analysis of neuronal dynamics
- 4. Theory of neural synchrony
- 5. Some useful numerical techniques for simulating integrate-and-fire networks
- 6. Propagation of pulses in cortical networks: the single-spike approximation
- 7. Activity-dependent transmission in neocortical synapses
- 8. Theory of large recurrent networks: from spikes to behavior
- 9. Irregular activity in large networks of neurons
- 10. Network models of memory
- 11. Pattern formation in visual cortex
- 12. Symmetry breaking and pattern selection in visual cortical development
- 13. On the evolution of the brain
- 14. Theory of point processes for neural systems
- 15. Technique(s) for spike sorting
- 16. The emergence of relevant data representations: an information theoretic approach