Please use this identifier to cite or link to this item:
|Title:||Spectral properties of directed random networks with modular structure||Authors:||Jalan, S.
|Issue Date:||18-Oct-2011||Citation:||Jalan, S., Zhu, G., Li, B. (2011-10-18). Spectral properties of directed random networks with modular structure. Physical Review E - Statistical, Nonlinear, and Soft Matter Physics 84 (4) : -. ScholarBank@NUS Repository. https://doi.org/10.1103/PhysRevE.84.046107||Abstract:||We study spectra of directed networks with inhibitory and excitatory couplings. We investigate in particular eigenvector localization properties of various model networks for different values of correlation among their entries. Spectra of random networks with completely uncorrelated entries show a circular distribution with delocalized eigenvectors, whereas networks with correlated entries have localized eigenvectors. In order to understand the origin of localization we track the spectra as a function of connection probability and directionality. As connections are made directed, eigenstates start occurring in complex-conjugate pairs and the eigenvalue distribution combined with the localization measure shows a rich pattern. Moreover, for a very well distinguished community structure, the whole spectrum is localized except few eigenstates at the boundary of the circular distribution. As the network deviates from the community structure there is a sudden change in the localization property for a very small value of deformation from the perfect community structure. We search for this effect for the whole range of correlation strengths and for different community configurations. Furthermore, we investigate spectral properties of a metabolic network of zebrafish and compare them with those of the model networks. © 2011 American Physical Society.||Source Title:||Physical Review E - Statistical, Nonlinear, and Soft Matter Physics||URI:||http://scholarbank.nus.edu.sg/handle/10635/97981||ISSN:||15393755||DOI:||10.1103/PhysRevE.84.046107|
|Appears in Collections:||Staff Publications|
Show full item record
Files in This Item:
There are no files associated with this item.
checked on Mar 2, 2021
WEB OF SCIENCETM
checked on Mar 2, 2021
checked on Feb 28, 2021
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.