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Brain Dynamics - Hermann Haken

Brain Dynamics

Synchronization and Activity Patterns in Pulse-Coupled Neural Nets with Delays and Noise

(Autor)

Buch | Softcover
XII, 245 Seiten
2006 | 2., Printing
Springer Berlin (Verlag)
978-3-540-46282-8 (ISBN)
CHF 74,80 inkl. MwSt
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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.
Verlagsort Berlin
Sprache englisch
Maße 155 x 235 mm
Gewicht 376 g
Einbandart Paperback
Themenwelt Medizin / Pharmazie Medizinische Fachgebiete Neurologie
Naturwissenschaften Physik / Astronomie Angewandte Physik
Schlagworte Dynamical Systems • Movement control • Neural Nets • Neuronal Systems • Synaptic Models
ISBN-10 3-540-46282-1 / 3540462821
ISBN-13 978-3-540-46282-8 / 9783540462828
Zustand Neuware
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