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Title | Brain Dynamics : Synchronization and Activity Patterns in Pulse-Coupled Neural Nets with Delays and Noise |
Author(s) | Haken, Hermann |
Publication | Berlin, Heidelberg, Springer Berlin Heidelberg, 2002. |
Description | XII, 249 p. 82 illus : online resource |
Abstract Note | This book addresses a large variety of models in mathematical and computational neuroscience. It is written for the experts as well as for graduate students wishing to enter this fascinating field of research. The author studies the behaviour of large neural networks composed of many neurons coupled by spike trains. He devotes the main part to the synchronization problem. He presents neural net models more realistic than the conventional ones by taking into account the detailed dynamics of axons, synapses and dendrites, allowing rather arbitrary couplings between neurons. He gives a complete stabile analysis that goes significantly beyond what has been known so far. He also derives pulse-averaged equations including those of the Wilson--Cowan and the Jirsa-Haken-Nunez types and discusses the formation of spatio-temporal neuronal activity pattems. An analysis of phase locking via sinusoidal couplings leading to various kinds of movement coordination is included |
ISBN,Price | 9783540462842 |
Keyword(s) | 1. Biological and Medical Physics, Biophysics
2. BIOLOGICAL PHYSICS
3. BIOPHYSICS
4. COMPLEX SYSTEMS
5. Computational Mathematics and Numerical Analysis
6. Computer mathematics
7. DYNAMICAL SYSTEMS
8. EBOOK
9. EBOOK - SPRINGER
10. Neurology
11. Neurology??
12. Neurosciences
13. Psychiatry
14. STATISTICAL PHYSICS
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Item Type | eBook |
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Call# | Status | Issued To | Return Due On | Physical Location |
I11179 |
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