期刊
JOURNAL OF THE ROYAL SOCIETY INTERFACE
卷 5, 期 19, 页码 223-235出版社
ROYAL SOC
DOI: 10.1098/rsif.2007.1079
关键词
sensitivity analysis; information theory; entropy; mutual information; communication channel; NF kappa B
资金
- BBSRC [BB/E016065/1] Funding Source: UKRI
- Biotechnology and Biological Sciences Research Council [BB/E016065/1, BB/C007158/1] Funding Source: Medline
- Biotechnology and Biological Sciences Research Council [BB/E016065/1, BB/C007158/1] Funding Source: researchfish
Most systems can be represented as networks that couple a series of nodes to each other via one or more edges, with typically unknown equations governing their quantitative behaviour. A major question then pertains to the importance of each of the elements that act as system inputs in determining the output(s). We show that any such system can be treated as a 'communication channel' for which the associations between inputs and outputs can be quantified via a decomposition of their mutual information into different components characterizing the main effect of individual inputs and their interactions. Unlike variance-based approaches, our novel methodology can easily accommodate correlated inputs.
作者
我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。
推荐
暂无数据