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Brain Dynamics An Introduction to Models and Simulations /
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 netw...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Berlin, Heidelberg :
Springer Berlin Heidelberg : Imprint: Springer,
2008.
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| Edición: | 2nd ed. 2008. |
| Colección: | Springer Series in Synergetics,
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| Temas: | |
| Acceso en línea: | Texto Completo |
MARC
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| 001 | 978-3-540-75238-7 | ||
| 003 | DE-He213 | ||
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| 024 | 7 | |a 10.1007/978-3-540-75238-7 |2 doi | |
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| 100 | 1 | |a Haken, Hermann. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 245 | 1 | 0 | |a Brain Dynamics |h [electronic resource] : |b An Introduction to Models and Simulations / |c by Hermann Haken. |
| 250 | |a 2nd ed. 2008. | ||
| 264 | 1 | |a Berlin, Heidelberg : |b Springer Berlin Heidelberg : |b Imprint: Springer, |c 2008. | |
| 300 | |a XIV, 333 p. 85 illus. |b online resource. | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
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| 490 | 1 | |a Springer Series in Synergetics, |x 2198-333X | |
| 505 | 0 | |a Basic Experimental Facts and Theoretical Tools -- The Neuron - Building Block of the Brain -- Neuronal Cooperativity -- Spikes, Phases, Noise: How to Describe Them Mathematically? We Learn a Few Tricks and Some Important Concepts -- Spiking in Neural Nets -- The Lighthouse Model. Two Coupled Neurons -- The Lighthouse Model. Many Coupled Neurons -- Integrate and Fire Models (IFM) -- Many Neurons, General Case, Connection with Integrate and Fire Model -- Pattern Recognition Versus Synchronization: Pattern Recognition -- Pattern Recognition Versus Synchronization: Synchronization and Phase Locking -- Phase Locking, Coordination and Spatio-Temporal Patterns -- Phase Locking via Sinusoidal Couplings -- Pulse-Averaged Equations -- Conclusion -- The Single Neuron -- Conclusion and Outlook -- Solutions to Exercises. | |
| 520 | |a 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 realistic synaptic activity, synchronization and spatio-temporal pattern formation. Topics also include pulse-averaged equations and their application to movement coordination. The book closes with a short analysis of models versus the real neurophysiological system. The second edition has been thoroughly updated and augmented by two extensive chapters that discuss the interplay between pattern recognition and synchronization. Further, to enhance the usefulness as textbook and for self-study, the detailed solutions for all 34 exercises throughout the text have been added. | ||
| 650 | 0 | |a Biophysics. | |
| 650 | 0 | |a Medical physics. | |
| 650 | 0 | |a System theory. | |
| 650 | 0 | |a Mathematics. | |
| 650 | 0 | |a Neurosciences. | |
| 650 | 0 | |a Artificial intelligence. | |
| 650 | 1 | 4 | |a Biophysics. |
| 650 | 2 | 4 | |a Medical Physics. |
| 650 | 2 | 4 | |a Complex Systems. |
| 650 | 2 | 4 | |a Applications of Mathematics. |
| 650 | 2 | 4 | |a Neuroscience. |
| 650 | 2 | 4 | |a Artificial Intelligence. |
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| 773 | 0 | |t Springer Nature eBook | |
| 776 | 0 | 8 | |i Printed edition: |z 9783540844327 |
| 776 | 0 | 8 | |i Printed edition: |z 9783642094507 |
| 776 | 0 | 8 | |i Printed edition: |z 9783540752363 |
| 830 | 0 | |a Springer Series in Synergetics, |x 2198-333X | |
| 856 | 4 | 0 | |u https://doi.uam.elogim.com/10.1007/978-3-540-75238-7 |z Texto Completo |
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| 950 | |a Physics and Astronomy (SpringerNature-11651) | ||
| 950 | |a Physics and Astronomy (R0) (SpringerNature-43715) | ||