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Synchronization in Dynamical Networks (Paperback)
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Synchronization in Dynamical Networks (Paperback)
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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.
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