文章基本信息

标题：Discrete-time Neural Network Identification of Quorum Sensing Escherichia coli Regulators
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作者：Carlos E Torres-Cerna ; J. Alejandro Morales ; Alma Y. Alanis 等
期刊名称：IFAC PapersOnLine
印刷版ISSN：2405-8963
出版年度：2018
卷号：51
期号：13
页码：120-124
DOI：10.1016/j.ifacol.2018.07.265
语种：English
出版社：Elsevier
摘要：AbstractQuorum Sensing (QS) is a complex process of cell to cell communication that allows bacteria to share information and regulate gene expression. This bacterial process is difficult to model because of their complexity, nonlinearity, and stochastic nature. While nonlinear systems can be derived using mathematical modeling, neural networks are an excellent tool to infer their dynamics. In this paper, we present a Recurrent High Order Neural Network (RHONN) to identify the communication system used by Escherichia coli (E. coli) to regulate its genetic expression. Simulation results show the applicability of the identifier.
关键词：KeywordsNeural NetworksSystem IdentificationQuorum SensingEscherichia coli