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

doi:10.1186/s40064-016-3526-1

	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)
第一作者	Liu Longlong
通讯作者邮箱	wyan@psych.ac.cn
心理所单位排序	2
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.
关键词	BP algorithm Gene regulatory network Neural network model Differentially expressed Sea Urchin genes
	2016-11-03
语种	英语
DOI	10.1186/s40064-016-3526-1
发表期刊	SPRINGERPLUS
ISSN	2193-1801
卷号	5 期号:1 页码:1911
收录类别	SCI
WOS关键词	RECURRENT NEURAL-NETWORKS ; BAYESIAN NETWORKS ; LOGIC RELATIONSHIPS ; LEARNING ALGORITHM ; INFERENCE ; PROFILES
WOS标题词	Science & Technology
WOS研究方向	Science & Technology - Other Topics
WOS类目	Multidisciplinary Sciences
WOS记录号	WOS:000391814900007
WOS分区	Q2
资助机构	National Natural Science Foundation of China(61303145 ; University Basic Research Foundation(201362031) ; 61401459)
引用统计	被引频次：6[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.psych.ac.cn/handle/311026/20892
专题	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,&Wang Y.(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.

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文件名称/大小	文献类型	版本类型	开放类型	使用许可
A new gene regulator（2690KB）	期刊论文	出版稿	暂不开放	CC BY-NC-SA	请求全文