Physics – Condensed Matter – Disordered Systems and Neural Networks
Scientific paper
2007-04-14
Physical Review E 75, 046113 (2007)
Physics
Condensed Matter
Disordered Systems and Neural Networks
5 pages, 5 figures
Scientific paper
10.1103/PhysRevE.75.046113
The response of degree-correlated scale-free attractor networks to stimuli is studied. We show that degree-correlated scale-free networks are robust to random stimuli as well as the uncorrelated scale-free networks, while assortative (disassortative) scale-free networks are more (less) sensitive to directed stimuli than uncorrelated networks. We find that the degree-correlation of scale-free networks makes the dynamics of attractor systems different from uncorrelated ones. The dynamics of correlated scale-free attractor networks result in the effects of degree correlation on the response to stimuli.
Wang Sheng-Jun
Wang Ying-Hai
Wu An-Cai
Wu Zhi-Xi
Xu Xin-Jian
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