Unambiguous reconstruction of network structure using avalanche dynamics

A robust method for inferring the structure of networks is presented based on the one-to-one correspondence between the expected composition of cascades of bursts of activity, called crackling noise or avalanches, and the weight matrix. Using a model of neuronal avalanches as a paradigmatic example,...

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Veröffentlicht in:	Physical review. E, Statistical, nonlinear, and soft matter physics Statistical, nonlinear, and soft matter physics, 2015-02, Vol.91 (2), p.022804-022804, Article 022804
Hauptverfasser:	Leleu, Timothée, Aihara, Kazuyuki
Format:	Artikel
Sprache:	eng
Online-Zugang:	Volltext
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