منابع مشابه
Information Theory of Networks
The paper puts the emphasis on surveying information-theoretic network measures for analyzing the structure of networks. In order to apply the quantities interdisciplinarily, we also discuss some of their properties such as their structural interpretation and uniqueness.
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Networks distribute energy, materials and information to the components of a variety of natural and human-engineered systems, including organisms, brains, the Internet and microprocessors. Distribution networks enable the integrated and coordinated functioning of these systems, and they also constrain their design. The similar hierarchical branching networks observed in organisms and microproce...
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In this paper relation between complex systems, information theory and the simplest models of neural networks are elucidated. Two diierent types of complex systems are distinguished, new complexity measure based on the graph theory deened, hierarchy of the correlation matrices introduced and connection with the correlation matrix memories and other types of neural models explained. Complex syst...
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In this report we briefly discuss about two aspects related to the understanding of complex networks’ structure and dynamics. First of all, is shown how we can use an Information theory approach to describe networks’ characteristics such as heterogeneity and assortativeness; in addition, some network models like “Random Graphs“ and “Lattice Networks“ are classified following that approach. Afte...
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ژورنال
عنوان ژورنال: Symmetry
سال: 2011
ISSN: 2073-8994
DOI: 10.3390/sym3040767