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Correlation Effects in Biological Networks

Author(s): A.A. Bagdasaryan | V.N. Borisyuk

Journal: Journal of Nano- and Electronic Physics
ISSN 2077-6772

Volume: 4;
Issue: 2;
Start page: 02027-1;
Date: 2012;
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Keywords: Complex network | Correlation | Cluster coefficient | Adjacency matri

Review of the complex network theory is presented and classification of such networks in accordance with the main statistical characteristics is considered. For the adjacency matrix of a real neural network the shortest distances for each pair of nodes as well as the node degree distribution and cluster coefficients are calculated. Comparison of the main statistical parameters with the random network is performed, and based on this, the conclusions about the correlation phenomena in biological system are made.
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