Study on the fusion emotion classification of multiple characteristics based on attention mechanism

The current research on emotional classification uses many methods that combine the attention mechanism with neural networks.However,the effect is unsatisfactory when dealing with complex text.An emotional classification model is proposed,which combines multi-head attention(MHA)with improved structured-self attention(SSA).The model makes several different linear transformations of input by introducing MHA mechanism and can extract more comprehensive high-level phrase representation features from the word embedded vector.Meanwhile,it can realize the parallelization calculation and ensure the training speed of the model.The improved SSA structure uses matrices to represent different parts of a sentence to extract local key information,to ensure that the degree of dependence between words is not affected by time and sentence length,and generate the overall semantics of the sentence.Experiment results show that the current model effectively obtains global structural information and improves classification accuracy.     

场助纳米二氧化钛薄膜光催化降解甲紫的研究

纳米二氧化钛是一种重要的无机功能材料。本文采用溶胶-凝胶法制备了TiO_2薄膜,利用"场助"影响其光催化特性。光催化实验以可能具有致癌性并且难以生化降解的三苯甲烷类染料——甲紫作为降解物质,用2100型分光光度计来测量降解率,以确定电场、磁场强度对光催化特性的影响。光催化实验结果表明,外加电场(未参与水的电解)、磁场对于协助光催化降解甲紫有着明显的效果。随着外加电场、磁场强度的增加,甲紫溶液的降解率有大幅提高。反应符合一级动力学方程。     

一种适用于高阶QAM载波恢复的改进型稳定性算法

本文提出了一种结合频率相位载波恢复的数字QAM接收系统,将非零均值引入到Stop—and—Go控制器中,有效地解决了稳定状态的误差偏移较大的问题。仿真结果表明系统在15dB信噪比时,采用载波恢复电路只需7500个符号周期即可捕获达到6％符号率的频偏和30。的相偏,同时其稳态相位抖动亦显著减少到0．07。     

基于自适应背景模型的动态场景目标检测

背景建模一直是运动目标检测中的一个重要课题。该文提出一个适用于动态背景的基于非参数估计的前景背景对比模型。模型通过核函数估计的方法模拟了像素点五维特征向量的概率分布,并在图像序列中滚动更新。实验证明,上述算法能够在一般目标检测,特别是动态场景(摇动树枝等)的检测中取得较好的效果。     

浅论绿色无锡建设中的绿化仿生问题

本文分析了城市绿化建设中存在的共性问题及可采取的对策,从生态系统生物生产、物质循环、能量流动、信息传递以及构建和谐种群关系5个方面论述了城市绿化应以模拟自然生态系统结构与功能为途径,并指出提高城市绿化仿生水平是实现绿色无锡建设目标的关键.     

Mutations in NMNAT1 cause Leber congenital amaurosis and identify a new disease pathway for retinal degeneration

Leber congenital amaurosis (LCA) is a blinding retinal disease that presents within the first year after birth. Using exome sequencing, we identified mutations in the nicotinamide adenine dinucleotide (NAD) synthase gene NMNAT1 encoding nicotinamide mononucleotide adenylyltransferase 1 in eight families with LCA, including the family in which LCA was originally linked to the LCA9 locus. Notably, all individuals with NMNAT1 mutations also have macular colobomas, which are severe degenerative entities of the central retina (fovea) devoid of tissue and photoreceptors. Functional assays of the proteins encoded by the mutant alleles identified in our study showed that the mutations reduce the enzymatic activity of NMNAT1 in NAD biosynthesis and affect protein folding. Of note, recent characterization of the slow Wallerian degeneration (Wld(s)) mouse model, in which prolonged axonal survival after injury is observed, identified NMNAT1 as a neuroprotective protein when ectopically expressed. Our findings identify a new disease mechanism underlying LCA and provide the first link between endogenous NMNAT1 dysfunction and a human nervous system disorder.     

A genome-wide association study in Han Chinese identifies new susceptibility loci for ankylosing spondylitis

To identify susceptibility loci for ankylosing spondylitis, we performed a two-stage genome-wide association study in Han Chinese. In the discovery stage, we analyzed 1,356,350 autosomal SNPs in 1,837 individuals with ankylosing spondylitis and 4,231 controls; in the validation stage, we analyzed 30 suggestive SNPs in an additional 2,100 affected individuals and 3,496 controls. We identified two new susceptibility loci between EDIL3 and HAPLN1 at 5q14.3 (rs4552569; P = 8.77 × 10(-10)) and within ANO6 at 12q12 (rs17095830; P = 1.63 × 10(-8)). We also confirmed previously reported associations in Europeans within the major histocompatibility complex (MHC) region (top SNP, rs13202464; P < 5 × 10(-324)) and at 2p15 (rs10865331; P = 1.98 × 10(-8)). We show that rs13202464 within the MHC region mainly represents the risk effect of HLA-B*27 variants (including HLA-B*2704, HLA-B*2705 and HLA-B*2715) in Chinese. The two newly discovered loci implicate genes related to bone formation and cartilage development, suggesting their potential involvement in the etiology of ankylosing spondylitis.     

重症急性胰腺炎病人外周血单个核细胞线粒体DNA拷贝数的意义

目的探讨重症急性胰腺炎患者外周血单个核细胞线粒体DNA拷贝数与患者病情严重程度、预后的相关性。方法分离研究对象（重症急性胰腺炎患者34名,健康对照组17名）外周血单个核细胞,采用荧光实时定量PCR检测各组PBMC线粒体DNA相对舍量,其与严重程度、预后的相关性。结果重症急性胰腺炎患者线粒体DNA含量较健康对照组明显降低（P〈0．05）。患者单个核细胞线粒体DNA拷贝教与APACHEⅡ评分呈负相关（r=-0．425）其中并发症组mtDNA拷贝数显著低于无并发症组（P〈0．05）。结论重症急性胰腺炎患者外周血单个核细胞中线粒体DNA含量显著下降,与患者APACHEⅡ评分呈负相关,且低水平的线粒体DNA拷贝数提示并发症发生率的升高,因此,线粒体DNA拷贝数可作为潜在评估患者病情危重程度及预后的指标,这一发现值得进一步大型,前瞻性的研究。     

电子视网膜数学建模的研究

介绍了相关的视觉生理特性,分析了视觉信息提取的特征,在小波变换理论的基础上,提出了一种电子视网膜数学模型。该模型具有崩溃环节,可根据需要改变参数值。