Bookcover of SYNCHRONIZATION IN DYNAMICAL NETWORKS
Booktitle:

SYNCHRONIZATION IN DYNAMICAL NETWORKS

SYNCHRONIZABILITY, NEURAL NETWORK MODELS AND EEG ANALYSIS

VDM Verlag Dr. Müller (2009-05-29 )

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ISBN-13:

978-3-639-16249-3

ISBN-10:
3639162498
EAN:
9783639162493
Book language:
English
Blurb/Shorttext:
Complex dynamical networks are ubiquitous in many fields of science from engineering to biology, physics, and sociology. Collective behavior, and in particular synchronization, is one of the most interesting consequences of interaction of dynamical systems over complex networks. Analyzing statistical and dynamical properties of complex networks may lead us to understand them deeper. This book discuses the problem of synchronizability in dynamical networks and gives some possible interpretations of that. Various methods for enhancing the synchronizability of dynamical networks through link weighting or rewiring is addressed. The book also studies the synchronization phenomenon in networks of model neurons and gives a simple model for investigating the behavior of interacting locally synchronized gamma oscillations. In the last section of the book the interdependencies within the time series obtained through electroencephalography is studied. Proper synchronization measures are introduced electroencephalography-specific maps for patients suffering from schizophrenia or Alzheimer’s disease are obtained.
Publishing house:
VDM Verlag Dr. Müller
Website:
http://www.vdm-verlag.de
By (author) :
Mahdi Jalili
Number of pages:
200
Published at:
2009-05-29
Stock:
Available
Category:
Informatics, IT
Price:
68.00 €
Keywords:
Complex networks, synchronization, dynamical systems, Neural Networks, EEG

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