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Brain dynamics : an introduction to models and simulations

Author: H Haken
Publisher: Berlin : Springer, ©2008.
Series: Springer series in synergetics.; Springer complexity.
Edition/Format:   Print book : English : 2nd edView all editions and formats
Summary:
"Brain Dynamics serves to introduce graduate students and nonspecialists from various backgrounds to the field of mathematical and computational neurosciences. Some of the advanced chapters will also be of interest to the specialists. The book approaches the subject through pulse-coupled neural networks, with at their core the lighthouse and integrate-and-fire models, which allow for the highly flexible modelling of  Read more...
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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: H Haken
ISBN: 9783540752363 3540752366 9783540752387 3540752382
OCLC Number: 195618124
Description: xiii, 333 pages : illustrations ; 25 cm.
Contents: pt. I. Basic experimental facts and theoretical tools --
1. Introduction --
2. neuron --
building block of of the brain --
3. Neuronal cooperativity --
4. Spikes, phases, noise : how to describe them mathematically? : we learn a few tricks and some important concepts --
pt. II. Spiking in neural nets --
5. light house model : two coupled neurons --
6. lighthouse model : many coupled neurons --
7. Integrate and fire models (IFM) --
8. Many neurons, general case, connection with integrate and fire model --
App. 1 to chap. 8 : evaluation of (8.35) --
App. 2 to chap. 8 : fractal derivatives --
9. Pattern recognition versus synchronization : pattern recognition --
10. Pattern recognition versus synchronization : synchronization and phase locking --
pt. III. Phase locking, coordination and spatio-temporal patterns --
11. Phase locking via sinusoidal couplings --
12. Pulse-averaged equations --
pt. IV. Conclusion --
13. single neuron --
14. Conclusion and outlook --
15. Solutions to exercises.
Series Title: Springer series in synergetics.; Springer complexity.
Responsibility: Hermann Haken.
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Abstract:

This is an excellent introduction for graduate students and nonspecialists to the field of mathematical and computational neurosciences. The book approaches the subject via pulsed-coupled neural  Read more...

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