作为开放系统的网络的频率响应
Amirhossein Nazerian1, Malbor Asllani2, Melvyn Tyloo3,4
1Department of Mechanical Engineering, University of New Mexico, Albuquerque, NM, USA.
Nature communications
|January 27, 2026
概括
网络可以放大或阻止信号. 像食物网这样的自然系统增强了信号传递,而像电网这样的工程系统抑制了它,影响了系统功能.
科学领域:
- 系统生物学 系统生物学
- 网络科学 网络科学
- 控制理论 控制理论 控制理论
背景情况:
- 复杂的系统通常被建模为互动子系统的网络.
- 这些网络通过输入和输出节点与环境相互作用.
- 了解信号通过网络传播对于系统分析至关重要.
研究的目的:
- 量化网络结构和节点选择如何影响信号放大或阻断.
- 调查自然系统和人工系统是否在信号传播特性上有所不同.
主要方法:
- 利用H2规范来量化网络中的信号放大.
- 分析了各种经验网络,包括生物,技术和社会系统.
- 在不同类型的网络中比较信号传播特性.
主要成果:
- 自然存在的系统 (食物网,信号通路,基因调节电路) 结构为增强信号传递.
- 工程系统 (电网) 旨在抑制信号传播.
- 在H2规范有效量化信号放大程度,无论信号类型.
结论:
- 网络架构在调节信号流中起着至关重要的作用.
- 生物和工程系统表现出对比的信号传播策略.
- 这些发现对设计强大,高效的复杂系统有影响.
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