Bursting transition in a linear self-exciting point process

Tomokatsu Onaga, Shigeru Shinomoto

研究成果: Article査読

12 被引用数 (Scopus)

抄録

Self-exciting point processes describe the manner in which every event facilitates the occurrence of succeeding events, as in the case of epidemics or human activity. By increasing excitability, the event occurrences start to exhibit bursts even in the absence of external stimuli. We revealed that the transition is uniquely determined by the average number of events added by a single event, 1-1/2≈0.2929, independently of the temporal excitation profile. We further extended the theory to multidimensional processes, to be able to incite or inhibit bursting in networks of agents by altering their connections.

本文言語English
論文番号042817
ジャーナルPhysical Review E - Statistical, Nonlinear, and Soft Matter Physics
89
4
DOI
出版ステータスPublished - 2014 4 29
外部発表はい

ASJC Scopus subject areas

  • 凝縮系物理学
  • 統計物理学および非線形物理学
  • 統計学および確率
  • 医学(全般)

フィンガープリント

「Bursting transition in a linear self-exciting point process」の研究トピックを掘り下げます。これらがまとまってユニークなフィンガープリントを構成します。

引用スタイル