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脑空间信息学——连接脑科学与类脑人工智能的桥梁 被引量:15
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作者 骆清铭 《中国科学:生命科学》 CSCD 北大核心 2017年第10期1015-1024,共10页
提出脑空间信息学是示踪、测量、分析、处理和呈现跨层次多尺度脑空间信息数据的一门综合与集成的科学.讨论了脑空间信息学的研究内容、技术体系和关键科学问题,分析了其学科定位,展望了其应用前景.以显微光学切片断层成像为核心的全脑... 提出脑空间信息学是示踪、测量、分析、处理和呈现跨层次多尺度脑空间信息数据的一门综合与集成的科学.讨论了脑空间信息学的研究内容、技术体系和关键科学问题,分析了其学科定位,展望了其应用前景.以显微光学切片断层成像为核心的全脑网络可视化技术体系的建立,标志着脑空间信息学这一新兴交叉学科日臻成熟.基于具有明确时空尺度和位置信息的神经元类型、神经环路和网络、血管网络等三维精细脑结构与功能大数据,提取跨层次、多尺度的脑连接时空特征,脑空间信息学将帮助科学家更好地破译脑功能与脑疾病,并推动类脑人工智能的发展. 展开更多
关键词 空间信息学 网络可视化 连接 数字 智能
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反应时和动态视野测量研究 被引量:3
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作者 于晓雅 吕胜富 +1 位作者 吴景龙 宫本修平 《计算机工程与设计》 CSCD 北大核心 2013年第10期3606-3612,共7页
以动态视野的测量为例,分析了反应时、简单反应时的关系,指出传统动态视野测量中由于简单反应时的影响而不能准确评价人的动态视野。通过减除反应时中包含的简单反应时,重新定义了动态视野。通过简单反应时实验和动态视野测量,表明了这... 以动态视野的测量为例,分析了反应时、简单反应时的关系,指出传统动态视野测量中由于简单反应时的影响而不能准确评价人的动态视野。通过减除反应时中包含的简单反应时,重新定义了动态视野。通过简单反应时实验和动态视野测量,表明了这种新定义的正确性。巧妙的实验程序设计思路和自行研发的测量装置,都是反应时和动态视野测量准确性的保证。 展开更多
关键词 脑信息学 反应时 简单反应时 动态视野 动态视野测量
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Development of the Investigation Tool of a Study State and Practical Use of MyPage
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作者 Yoshito Yamamoto Yasuko Hayashibara +1 位作者 Hiroshi Ichikawa Hiroo Hirose 《Computer Technology and Application》 2012年第9期594-600,共7页
Internetwork environment at university has been improved to supply often the lecture materials to students through websites. Along with such a tendency, the number of students who use PC (Personal computer) has also... Internetwork environment at university has been improved to supply often the lecture materials to students through websites. Along with such a tendency, the number of students who use PC (Personal computer) has also increased during the lesson at university. Hereupon, the authors investigate whether the students will get high scores in tests when some limitations are imposed on the students' use of the PC during lecture and when they are not. The authors create the tool to check the students' learning situation and to grasp which student is performing the PC operations, which are not related to the ongoing lesson, during the lecture. Teaching assistant carrying the iPad is made to walk around the class during the lecture and collect data of the students. In addition, the authors develop "MyPage" that the students can be given access to their personal information including individual class absence/tardiness, lesson comprehension and question understanding level of them and after using MyPage, the authors examine its effectiveness as a tool and its relationship with their attendance rate. 展开更多
关键词 Use ofwebsites student's lesson attitude limitations imposed on personal computer use.
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Exploring the Action Mechanism of Yadanzi(Brucea javanica)in the Treatment of Glioblastoma Based on Bioinformatics and Network Pharmacology
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作者 Wenyu Zhao Fuchun Si 《Chinese Medicine and Natural Products》 2022年第2期67-76,共10页
ObjectiveThe aim of the study is to explore the molecular mechanism of Yadanzi(Brucea javanica)in the treatment of glioblastoma(GBM)by using the methods of bioinformatics and network pharmacology.Methods The Tradition... ObjectiveThe aim of the study is to explore the molecular mechanism of Yadanzi(Brucea javanica)in the treatment of glioblastoma(GBM)by using the methods of bioinformatics and network pharmacology.Methods The Traditional Chinese Medicine Systems Pharmacology Database and Analysis Platform(TCMSP)and literature retrieval method were applied to obtain the active ingredients of Yadanzi(Brucea javanica),and to predict the relevant targets of the active ingredients.The GBM-related targets were retrieved and screened through the Gene Expression Profling Interactive Analysis(GEPIA)database,and mapped to each other with the targets of the components of Yadanzi(Brucea javanica)to obtain the intersection targets.The GBM differentially expressed gene targets were imported into the String database to obtain the protein interaction relationship,the Cytoscape software was used to draw the protein interaction network,the Cytobba and MCODE plug-ins were used to screen the core genes and important protein interaction modules,and the GEPIA database was applied to make survival analysis of the core genes.The network map of“active ingredients-targets”was constructed through the Cytoscape 3.6.1 software.Gene Ontology(GO)biological function enrichment analysis and Kyoto Encyclopedia of Genes and Genomes(KEGG)signaling pathway enrichment analysis for GBM differentially expressed genes were performed through the DAVID database.ResultsThrough TCMSP and literature retrieval,23 potential active ingredients and 129 related targets were obtained from Yadanzi(Brucea javanica).In the GEPIA database,247 GBM differentially expressed genes were screened,including 113 upregulated genes and 134 downregulated genes.After mapping with the targets related to the active ingredients of Yadanzi(Brucea javanica),six intersection targets were obtained,that is,the potential action targets of Yadanzi(Brucea javanica)in treating GBM,including MMP2,HMOX1,BIRC5,EGFR,CCNB2,and TOP2A.Cytoscape software was applied to build an“active ingredient-action target”network.Two active ingredients and five action targets of β-sitosterol(BS)and luteolin were found,and the targets were mainly concentrated in BS.It was found by KEGG pathway enrichment analysis that GBM differentially expressed genes were mainly involved in signaling pathways related to Staphylococcus aureus infection,phagosome formation,tuberculosis and systemic lupus erythematosus and other infectious and autoimmune diseases.It was found by GO enrichment analysis that the GBM differentially expressed genes mainly involved such biological processes(BP)as the processing and presentation of exogenous antigenic peptides and polysaccharide antigens through MHC Il molecules,y-interferon-mediated signaling pathways,extracellular matrix composition,and chemical synapses transmission;it involved cellular components such as cell junctions,axon terminal buttons,extracellular space,vesicle membranes for endocytosis,and MHC Il protein complexes;molecular functions such as calcium-mediated ionic protein binding,MHC Il molecular receptor activity,immunoglobulin binding,and phospholipase inhibitor activity were also involved.Survival analysis was conducted by GEPIA on the top 37 core targets in degree value,and a total of five genes related to GBM prognosis were obtained.Among them,FN1 and MMP2 were highly expressed while GABRD(v-aminobutyric acid A receptor delta subunit),RBFOX1,and SLC6A7 were expressed at a low level in cancer patients.Conclusion The pathogenesis of GBM is closely related to the human immune system,and BS and luteolin may be the main material basis of Yadanzi(Brucea javanica)for the treatment of GBM and the improvement of prognosis.The molecular mechanism may be related to the physical barrier formed by destroying the tumor cell stromal 68 Treatment of Glioblastoma Based on Bioinformatics and Network Pharmacology Zhao,Si.molecules and its involvement in tumor immune response. 展开更多
关键词 Yadanzi(Brucea javanica) GLIOBLASTOMA BIOINFORMATICS network pharmacology action mechanism
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β淀粉样蛋白斑块的高分辨全脑三维定量研究 被引量:1
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作者 龙犇 李向宁 +6 位作者 张建平 陈思琦 李文伟 钟秋园 李安安 龚辉 骆清铭 《中国科学:生命科学》 CSCD 北大核心 2019年第2期140-150,共11页
中枢神经系统中β淀粉样蛋白斑块是阿尔兹海默症的主要病理特征之一,其负荷和数目的变化是病程发展的重要标志.已有研究主要是对局部脑组织进行二维切片成像,尚缺少在全脑三维空间对斑块进行高分辨率定量分析的研究方法.本文建立了适用... 中枢神经系统中β淀粉样蛋白斑块是阿尔兹海默症的主要病理特征之一,其负荷和数目的变化是病程发展的重要标志.已有研究主要是对局部脑组织进行二维切片成像,尚缺少在全脑三维空间对斑块进行高分辨率定量分析的研究方法.本文建立了适用于哺乳动物三维完整脑内β淀粉样蛋白斑块定量分析策略,包括全脑斑块快速荧光染色方法、基于荧光显微光学切片断层成像技术的高分辨全脑数据获取,以及斑块自动定位、统计数目等.与免疫组化染色比较,证明本方法对直径大于10μm的斑块检出率为97.71%±0.18%.并以0.32μm×0.32μm×2μm的成像分辨率,获取了5XFAD转基因小鼠全脑Aβ斑块分布数据集,首次以脑区/核团的三维轮廓划分出立体区域,定量统计了90个亚区内Aβ斑块的数量及分布密度.本文建立的快速、精准、价廉的方法将有助于全面高效地研究阿尔兹海默症致病机理和药效评估. 展开更多
关键词 阿尔兹海默症 β淀粉样蛋白斑块 显微光学切片断层成像 空间信息学
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Brain differences in ecologically differentiatec sticklebacks 被引量:1
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作者 Jason KEAGY Victoria A. BRAITHWAITE Janette W. BOUGHMAN 《Current Zoology》 SCIE CAS CSCD 2018年第2期243-250,共8页
Populations that have recently diverged offer a powerful model for studying evolution. Ecological differences are expected to generate divergent selection on multiple traits, including neurobiological ones. Animals mu... Populations that have recently diverged offer a powerful model for studying evolution. Ecological differences are expected to generate divergent selection on multiple traits, including neurobiological ones. Animals must detect, process, and act on information from their surroundings and the form of this information can be highly dependent on the environment. We might expect different environments to generate divergent selection not only on the sensory organs, but also on the brain regions responsible for processing sensory information. Here, we test this hypothesis using recently evolved reproductively isolated species pairs of threespine stickleback fish Gasterosteus aculeatus that have well-described differences in many morphological and behavioral traits corre- lating with ecological differences. We use a state-of-the-art method, magnetic resonance imaging, to get accurate volumetric data for 2 sensory processing regions, the olfactory bulbs and optic tecta. We found a tight correlation between ecology and the size of these brain regions relative to total brain size in 2 lakes with intact species pairs. Limnetic fish, which rely heavily on vision, had relatively larger optic tecta and smaller olfactory bulbs compared with benthic fish, which utilize olfaction to a greater extent. Benthic fish also had larger total brain volumes relative to their body size compared with limnetic fish. These differences were erased in a collapsed species pair in Enos Lake where anthropogenic disturbance has led to intense hybridization. Together these data indicate that evolution of sensory processing regions can occur rapidly and independently. 展开更多
关键词 brain evolution divergent selection magnetic resonance imaging olfactory bulb optic tectum threespinestickleback.
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