Mahdi Jalili

SYNCHRONIZATION IN DYNAMICAL NETWORKS

SYNCHRONIZABILITY, NEURAL NETWORK MODELS AND EEG ANALYSIS

• Broschiertes Buch

Produktbeschreibung

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.

Produktdetails

• Verlag: VDM Verlag Dr. Müller
• Seitenzahl: 200
• Englisch
• Abmessung: 220mm
• ISBN-13: 9783639162493
• ISBN-10: 3639162498
• Artikelnr.: 26523034

Autorenporträt

Mahdi Jalili holds PhD in Computer and Communication Sciences
from EPFL and is Assistant Professor in Computer Engineering
Department, Sharif University of Technology. His research is
mainly concentrated on different issues in complex dynamical
networks such as synchronizability and community structure.