A new gene regulatory network model based on BP algorithm for interrogating differentially expressed genes of Sea Urchin

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	A new gene regulatory network model based on BP algorithm for interrogating differentially expressed genes of Sea Urchin
	Liu, Longlong 1; Zhao, Tingting 1; Ma, Meng 1; Wang, Yan2 ; Wang Y(王燕)
刊名	SPRINGERPLUS
	2016-11-03
通讯作者邮箱	wyan@psych.ac.cn
卷号	5 期号:1 页码:1911
关键词	BP algorithm Gene regulatory network Neural network model Differentially expressed Sea Urchin genes
ISSN号	2193-1801
通讯作者	王燕
产权排序	2
英文摘要	Background: Computer science and mathematical theories are combined to analyze the complex interactions among genes, which are simplified to a network to establish a theoretical model for the analysis of the structure, module and dynamic properties. In contrast, traditional model of gene regulatory networks often lack an effective method for solving gene expression data because of high durational and spatial complexity. In this paper, we propose a new model for constructing gene regulatory networks using back propagation (BP) neural network based on predictive function and network topology.
WOS标题词	Science & Technology
类目[WOS]	Multidisciplinary Sciences
研究领域[WOS]	Science & Technology - Other Topics
关键词[WOS]	RECURRENT NEURAL-NETWORKS ; BAYESIAN NETWORKS ; LOGIC RELATIONSHIPS ; LEARNING ALGORITHM ; INFERENCE ; PROFILES
收录类别	SCI
语种	英语
WOS记录号	WOS:000391814900007
内容类型	期刊论文
源URL	[http://ir.psych.ac.cn/handle/311026/20892]
专题	心理研究所_中国科学院心理健康重点实验室
通讯作者	Wang Y(王燕)
作者单位	1.Ocean Univ China, Sch Math Sci, Qingdao 266100, Peoples R China 2.Chinese Acad Sci, Inst Psychol, Key Lab Mental Hlth, Beijing 100101, Peoples R China
推荐引用方式 GB/T 7714	Liu, Longlong,Zhao, Tingting,Ma, Meng,et al. A new gene regulatory network model based on BP algorithm for interrogating differentially expressed genes of Sea Urchin[J]. SPRINGERPLUS,2016,5(1):1911.
APA	Liu, Longlong,Zhao, Tingting,Ma, Meng,Wang, Yan,&王燕.(2016).A new gene regulatory network model based on BP algorithm for interrogating differentially expressed genes of Sea Urchin.SPRINGERPLUS,5(1),1911.
MLA	Liu, Longlong,et al."A new gene regulatory network model based on BP algorithm for interrogating differentially expressed genes of Sea Urchin".SPRINGERPLUS 5.1(2016):1911.