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The concept of zero-path tracking in homotopy is generalized into minimum-path tracking and a new method for the training of multi-layer perceptron is thus put forward──the homotopic BP algorithm. An analysis is made on the convergence property of the proposed method.

采用同伦BP算法进行多层前向网络的训练高小榕,杨福生(清华大学电机及应用电子工程系北京100084)摘要本文把同伦论中零点路径跟踪的概念推广到多层前向网络能量函数极小点路径的跟踪,从而提出多层前向网络一种新的训练方法──同伦BP算法(包括教师同伦和输入同伦),并且分析了其收敛性质。

There were no significant differences for the firing rates in the site of contralateral TNC neurons among during pre-CSD,CSD,and post-CSD (P>0.05).For flunarizine group,the firing rates in the site of ipsilateral TNC neurons during pre-CSD were higher as compared with during CSD(P<0.05).2.1 There were statistical differences on palasma levels of CGRP and SP among the three groups(P<0.05).The levels of CGRP and SP in CSD group were higher than control group(P<0.05).No significant differences on the levels of CGRP and SP in ipsilateral trigeminal ganglia were found among the three groups(P>0.05).2 The number of neurons with positive CGRP and SP immunoreactivity was statistically different in right-sided trigeminal ganglia among the three groups (P<0.05).The number in fight-sided trigeminal ganglia in CSD group was higher as compared with control group(P<0.05).The number in right-sided trigeminal ganglia was statistically higher than that in left-sided trigeminal ganglion in CSD group(P<0.05).3.1 Altered ReHo in ipsilateral pons and other brain regions response to pain such as basal nuclei,thalamus,cingulated gyms and prefrontal cortex was detected during the acute spontaneous attack as compared with during headache remission(P<0.05,corrected by Monte Carlo simulation). 2 Positive functional connectivity was detected between ipsilateral pons and other brain regions related to pain within pain state and within non-pain state (P<0.05,corrected by false discovery rate,FDR).Increased functional correlation between ipsilateral pons and other pain-related brain regions such as ipsilateral prefrontal cortex and contralateral subcallosal gyrus was detected during the acute spontaneous attack as compared with during headache remission(P<0.05,corrected by Monte Carlo simulation).

结果1。对照组未发现CSD;同侧TNC放电频率,CSD中>CSD后>CSD前P<0.05对侧TNC放电频率,CSD前、中、后无统计学差异(P>0.05氟桂利嗪组同侧TNC放电频率,CSD前>CSD中(P<0.05),CSD前与CSD后及CSD中与CSD后之间无统计学差异(P>0.05)。2.1关于放免测定,各组血浆CGRP、SP水平有统计学差异(P<0.05),CSD组高于对照组(P<0.05),CSD组与氟桂利嗪组、对照组与氟桂利嗪组之间均无统计学差异P>0.05各组之间同侧三叉神经节中CGRP、SP水平未见变化(P>0.05.2关于免疫组化研究,右侧三叉神经节CGRP、SP免疫阳性细胞数三组之间有统计学差异(P<0.05),多重两两比较结果CSD组大于对照组(P<0.05),CSD组与氟桂利嗪组之间、对照组与氟桂利嗪组之间无统计学差异P>0.05左侧三叉神经节CGRP、SP免疫阳性细胞数三组之间无统计学差异(P>0.05CSD组中右侧三叉神经节CGRP、SP免疫反应阳性细胞数大于左侧(P<0.05)。3.1局部一致性分析发现两组患者头痛疼痛状态较非疼痛状态脑活动发生变化的脑区有同侧脑桥以及其他疼痛相关脑区如基底节区、丘脑、扣带回、前额叶皮层等(P<0.05,蒙特卡罗模拟校正)。2功能连接分析发现疼痛状态与非疼痛状态下主要疼痛相关脑区均与同侧脑桥有功能联系P<0.05,false discovery rate,FDR校正疼痛状态与非疼痛状态比较,同侧前额叶皮层、对侧胼胝下回等疼痛相关脑区与同侧脑桥之间功能联系增强(P<0.05,蒙特卡罗模拟校正。

Sonata for Violin and Piano no 5 in F major, Op.

奏鸣曲小提琴与钢琴奏鸣曲没有5 F大,同前

Ei represents the evenness index of the land use structure of Chuzhou in the i year; Hj represents the Simpson index after correction; definition of other parameters is the same as above.

指第i年滁州市土地利用结构的均匀度指数;指修正后的Simpson指数;其余参数的定义同前

He held separate discussions with former Prime Minister and Nepali Congress president Girija Prasad Koirala and UML general secretary Jhala Nath Khanal.

同前首相、尼泊尔大会党主席柯伊拉腊和联合马列总书记卡纳尔分别举行了会谈。

When aborted rats in group E were treated with the dose of 50 IU/g IFN-γ, expression of TNF-αin this group was compared with the other four groups, the results were as follows: Compared with group A, the nucleus pre-opticus medialis, nucleus pre-opticus mango celluaris, nucleus periventricularis hypothalami, nucleus ventromedialis hypothalami, nucleus dorsomedialis hypothalami, nucleus arcuatus hypothalami and pars intermedia had a highly expression of TNF-α, in the other nuclei of hypothalamus, neurohypophsis and adenohypophysis, the change was not significantly, the expression of TNF-αin follicle and corpus luteum were decreased distinctly, the variation in uterus was slight and no difference was exsited; Compared with group B, the expression of TNF-αin nucleus nucleus lateralis hypothalami, nucleus ventromedialis hypothalami, nucleus arcuatus hypothalami, adenohypophysis and uterus presented a remarkable enhancement, conversely, the TNF-αexpression in the nucleus pre-opticus medialis, nucleus pre-opticus suprachiasmaticus, nucleus supra-opticus, nucleus pre-opticus mango celluaris, nucleus periventricularis hypothalami, nucleus paraventricularis hypothalami, neurohypophsis, follicle and corpus luteum had been significantly decreased; Compared with group C, the nucleus pre-opticus medialis, nucleus ventromedialis hypothalami, nucleus dorsomedialis hypothalami, nucleus arcuatus hypothalami, adenohypophysis, pars intermedia and uterus had upregulated the expression of TNF-α, however, it was decreased in the nucleus periventricularis hypothalami and corpus luteum; When compared with group D, the expression of TNF-αin nucleus lateralis hypothalami, nucleus dorsomedialis hypothalami, nucleus ventromedialis hypothalami, pituitary, follicle and ovary stroma were obviously enhanced, while in the nucleus supra-opticus and nucleus arcuatus hypothalami, the situation was definitely opposite, in the other parts, the change was not significant.

外源腹腔注射50 IU/g IFN-γ后,同A组相比:E组TNF-α免疫阳性产物在下丘脑视前内侧核、视前大细胞核、室周核、腹内侧核、背内侧核、弓状核、垂体中间部显著增高,在下丘脑其它核团、神经垂体、垂体前叶较A组差异不显著,在卵泡、黄体中阳性产物表达均较A组显著降低,在子宫中表达较A组变化不明显;同B组相比:E组TNF-α免疫阳性产物在下丘脑外侧核、腹内侧核、弓状核、垂体前叶、子宫均显著增高,在视前内侧核、视交叉上核、视上核、视前大细胞核、室周核、室旁核、神经垂体、卵泡、黄体中阳性物质表达均显著降低;同C组相比:E组下丘脑视前内侧核、腹内侧核、背内侧核、弓状核、垂体前叶与中间部、子宫均显著增高,在室周核、黄体中均显著降低;同D组相比:E组下丘脑外侧核、背内侧核、腹内侧核、垂体各部、卵泡、卵巢基质均显著增高,在视上核、弓状核显著降低,在其它部位表达变化差异不显著。

When aborted rats were injected with 10 IU/g IFN-γin group D, compared with group A, expression of TNF-αinmmuopositive substance in the nucleus pre-opticus medialis, nucleus supra-opticus, nucleus pre-opticus mango celluaris, nucleus periventricularis hypothalami, nucleus paraventricularis hypothalami, nucleus arcuatus hypothalami were highly increased, conversely, the ones in the nucleus pre-opticus suprachiasmaticus, neurohypophsis, adenohypophysis, ovary were obviously decreased, the change in the uterus was not remarkable; Compared with group B, expression of TNF-αin the arcuatus hypothalami was obviously enhanced, while in the nucleus pre-opticus suprachiasmaticus, nucleus pre-opticus mango celluaris, nucleus periventricularis hypothalami, nucleus paraventricularis hypothalami, nucleus ventromedialis hypothalami, nucleus dorsomedialis hypothalami, neurohypophsis, pars intermedia, ovary, the results were on the contrary, the uterus had no significantly variation; Compared with group C, expression of TNF-αin the nucleus pre-opticus medialis, nucleus supra-opticus, nucleus paraventricularis hypothalami, nucleus arcuatus hypothalami, adenohypophysis and pars intermedia had an obviously risen trend, however, the variation in the nucleus pre-opticus suprachiasmaticus, nucleus periventricularis hypothalami, neurohypophsis, pars intermedia, follicle and corpus luteum was completely opposite, uterus had no obviously change.

外源腹腔注射10 IU/g IFN-γ后,同A组相比:D组TNF-α免疫阳性产物在下丘脑视前内侧核、视上核、视前大细胞核、室周核、室旁核、弓状核显著增高,在视交叉上核显著降低,在其它核团较A组无显著差异,在神经垂体、垂体前叶、卵巢中阳性产物表达均较A组显著降低,在子宫中的表达较A组变化不明显;同B组相比:D组TNF-α免疫阳性产物在弓状核显著增高,在视交叉上核、视前大细胞核、室周核、室旁核、腹内侧核、背内侧核、神经垂体、垂体中间部、卵巢各部阳性物质表达均显著降低,在子宫表达变化不显著;同C组相比:D组下丘脑视前内侧核、视上核、室旁核、弓状核、垂体前叶与中间部均显著增高,在视交叉上核、室周核、神经垂体、卵泡、黄体中均显著降低,子宫中表达变化不明显。

MDM III is a two week block in spring of the second year, has a format similar to MDM II, and deals with advanced concepts in test use, the practice of evidence-based medicine, decision modeling including cost-effectiveness, additional study designs and critique, decision psychology related to both the patient and the physician, and computer decision aids.

第三阶段的MDM是第二年春季两周一节,形式同前,检查应用的前沿概念、循证医学实践、决策模型包括成本效益、附加研究设计和评价、患者和医生相关的决策心理学、计算机决策帮助。

Yesterday (9.15) to the hospital to re-check the results with the former!

昨天(9.15)到医院再查结果同前

The general chapter of the Dominican Order, held at Carcassonne in 1342, declared that the doctrine of St. Thomas had been received as sound and solid throughout the world Douais, op.

一般章节的多米尼加秩序,在卡尔卡松在1342年宣布,理论圣托马斯收到了良好和坚实的世界各地( Douais ,同前

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According to the clear water experiment, aeration performance of the new equipment is good with high total oxygen transfer coefficient and oxygen utilization ratio.

曝气设备的动力效率在叶轮转速为120rpm~150rpm时取得最大值,此时氧利用率和充氧能力也具有较高值。

The environmental stability of that world - including its crushing pressures and icy darkness - means that some of its most famous inhabitants have survived for eons as evolutionary throwbacks, their bodies undergoing little change.

稳定的海底环境─包括能把人压扁的压力和冰冷的黑暗─意谓海底某些最知名的栖居生物已以演化返祖的样态活了万世,形体几无变化。

When I was in school, the rabbi explained everythingin the Bible two different ways.

当我上学的时候,老师解释《圣经》用两种不同的方法。