耦合振子系统的集成信息与亚稳性
Integrated Information and Metastability in Systems of Coupled Oscillators
摘要:
已经表明,模块化网络中的振荡器组可以表现出丰富多样的亚稳态嵌合体状态,其中同步和去同步共存。独立地,在整合信息理论的幌子下,研究人员试图量化复杂动力系统呈现整合和分离活动平衡的程度。在本文中,我们把这两个领域的研究一起表明,系统的振荡器的问题表现出一个关键的峰值的综合信息,与其他措施,如亚稳性和联盟熵的峰值相吻合。
英文摘要:
It has been shown that sets of oscillators in a modular network can exhibit a rich variety of metastable chimera states, in which synchronisation and desynchronisation coexist. Independently, under the guise of integrated information theory, researchers have attempted to quantify the extent to which a complex dynamical system presents a balance of integrated and segregated activity. In this paper we bring these two areas of research together by showing that the system of oscillators in question exhibits a critical peak of integrated information that coincides with peaks in other measures such as metastability and coalition entropy.
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