Spectral Analysis and the Dynamic Response of Complex Networks

M. A. M. de Aguiar, Y. Bar-Yam

The eigenvalues and eigenvectors of the connectivity matrix of complex networks contain information about its topology and its collective behavior. In particular, the spectral dens…