A new gene regulatory network model based on BP algorithm for interrogating differentially expressed genes of Sea Urchin
文献类型：期刊论文
| 作者 | Liu, Longlong1; Zhao, Tingting1; Ma, Meng1; Wang, Yan2 ; Wang Y(王燕); Wang Y(王燕)
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| 刊名 | SPRINGERPLUS
 |
| 出版日期 | 2016-11-03 |
| 卷号 | 5期号:1页码:1911 |
| 通讯作者邮箱 | wyan@psych.ac.cn |
| 关键词 | BP algorithm Gene regulatory network Neural network model Differentially expressed Sea Urchin genes |
| ISSN号 | 2193-1801 |
| 产权排序 | 2 |
| 通讯作者 | 王燕 |
| 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 |
| 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); 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,&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. |
入库方式： OAI收割
来源：心理研究所
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