增强型注意力网络点击通过率预估方法

针对以往模型在对点击通过率(click-through rate,CTR)进行建模预测时,存在着特征重要性学习不足、特征交互低效等问题,提出了一种增强型注意力网络预估模型,用于动态学习特征重要性和特征交互信息,模型主要由注意力层、双线性交互层和全连接神经网络层构成。注意力层的多尺度多头自注意力机制通过设置不同尺寸子空间增强特征重要性学习能力,在得到特征重要性后,进一步采用张量积双线性交互学习特征交互信息。通过对注意力的子空间尺寸大小、张量积交互形式、神经网络层数和节点个数等进行定量分析,确定模型的最佳参数。实验证明,该模型相比已有模型拥有更好的预测能力。     

The discovery of antidepressants: A winding path

Summary Modern treatment of mental depression started with the availability of monoamine oxidase (MAO) inhibitors and tricyclic antidepressants. These drugs also contributed to the early development of psychopharmacology. Attempts to improve the anti-tuberculous action of the hydrazine derivative isoniazid by developing derivatives thereof led to the synthesis of iproniazid. Its introduction as the first modern antidepressant was based on three unexpected actions of the drug: MAO-inhibition, reversal of reserpine-induced sedation, and the presence of psychostimulation as a clinical side effect in man. However, the initial success of iproniazid and other MAO inhibitors, hydrazides and non-hydrazides, was curtailed by the occurrence of undesirable side effects such as potentiation of the blood-pressure elevating action of food amines. The tricyclic antidepressants were a development of the class of antihistamines, one of which, chlorpromazine, showed neuroleptic activity. A congener of this compound, imipramine, was discovered by clinical observation to have unexpected antidepressant effects. The clinical success of this drug (which is still in use) led to the development of a successful series of other tricyclic and non-tricyclic antidepressants. Progress in the elucidation of possible mechanisms of the action of the tricyclic compounds has helped this development. Recent advances in basic research have also induced a revival of MAO-inhibitors since, due to the discovery of MAO-subtypes, inhibitors with higher specificity and fewer undesirable side effects are now available.     

真空开关介质强度恢复的研究

电力系统的瞬态恢复电压对真空开关的介质强度恢复影响极大,根据是否考虑这一影响可把真空开关的介质恢复过程分为实际恢复过程和固有恢复过程。本文在相同的实验模型和电路参数下对这两种恢复过程作了比较性的实验研究。提出了“鞘层”与“金属蒸气”相结合的理论模型,并对相关的问题进行了讨论。     

Inhibition of the growth of cariogenic bacteria in vitro by plant falvanones

Phytoalexins, defensive compounds produced by plants against microbial infections, were purified fromSophora exigua (Leguminosae) and their growth inhibitory effects on oral cariogenic bacteria were determined in vitro. Among three isolated compounds, 5,7,2,4-tetrahydroxy-8-lavandulylflavanone completely inhibited the growth of oral bacteria including primary cariogenic mutans streptococci, other oral streptococci, actinomycetes, and lactobacilli, at concentrations of 1.56 to 6.25 g/ml.     

非线性摄动电报方程初值问题的渐近理论

对一类二阶半线性摄动电报方程,给出了一个渐近方法,证明了解的渐近理论及形式近似解的合理性都在时间变量无穷大时（０≤ｔ≤Ｏ（｜ε｜－１））成立,并推广了赖绍永的工作［应用数学及力学,１９９７,１８（７）：６１１～６１６］．     

一种改进的树形矢量量化编码算法

矢量量化中的一个最严重的问题是在一本码本中搜索最近码字的高计算复杂度。本文在研究树形矢量量化的基础上提出了一种改进的树形矢量量化编码算法。实验结果表明,本文提出的编码算法相对于树形矢量量化算法可大大改善峰值信噪比（ＰＳＮＲ）。     

L—统计量的非一致性收敛速度

本文研究了高阶矩条件下L—统计量的非一致性收敛速度,得到了与独立和类似的收敛速度。     

Cl-、NO3-和SO42-离子对漆酶催化活性的抑制作用

以５,６－二溴－２,３－二氰基氢醌为底物,在ｐＨ值４．５０条件下,用分光光度法考察了Ｃｌ－、ＮＯ－３和ＳＯ２－４离子对漆酶催化活性的影响。发现Ｃｌ－、ＮＯ－３和ＳＯ２－４离子对漆酶的催化活性均有不同程度的抑制作用,其最大抑制率分别可达７５％、３１．４％和１７．１％。动力学研究表明,Ｃｌ－、ＮＯ－３和ＳＯ２－４离子的抑制作用是瞬时完成的,属于竞争性抑制过程,是通过与底物分子竞争漆酶分子中的Ⅱ型铜（Ⅱ）部位实现的。经测定,Ｃｌ－和ＮＯ－３离子与漆酶所形成的复合物其解离常数分别为１．１２×１０－４ｍｏｌ·ｄｍ－３和１．７８×１０－３ｍｏｌ·ｄｍ－３。     

活菌制剂对雏鸡白痢沙门氏菌的体外拮抗及预防效果试验

从健康鸡的新鲜粪便中分离到乳酸杆菌和粪链球菌,佐以地衣芽孢杆菌,按不同比例制成活菌制剂。比较其对雏鸡白痢沙门氏菌的体外拮抗作用。结果表明,复合菌的组合适宜,对雏鸡白痢沙门氏菌的生长有很强的抑制作用。用此复合菌培养物预防人工感染的雏鸡白痢病,其预防保护率为８５％。     

盐胁迫下灰绿藜叶片光合特性与叶绿体离子调节的研究

ＮａＣｌ处理后,灰绿藜整个叶片内Ｎ＾＋ａ和Ｃｌ＆－积累,但叶绿体内仅少量增加。叶绿体与叶片的Ｋ＾＋浓度都降低。