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基于分层学习的三维模型兴趣点提取算法 被引量:3
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作者 舒振宇 杨思鹏 +4 位作者 辛士庆 刘予琪 龚梦航 庞超逸 胡超 《计算机辅助设计与图形学学报》 EI CSCD 北大核心 2020年第2期222-232,共11页
针对基于学习的三维模型兴趣点提取问题,提出一种兴趣点分层学习的全监督算法.提取三维模型表面所有顶点的特征向量后,将人工标注的兴趣点分为稀疏点和密集点,对于稀疏点使用整个三维模型进行神经网络训练,对于密集点则找出兴趣点分布... 针对基于学习的三维模型兴趣点提取问题,提出一种兴趣点分层学习的全监督算法.提取三维模型表面所有顶点的特征向量后,将人工标注的兴趣点分为稀疏点和密集点,对于稀疏点使用整个三维模型进行神经网络训练,对于密集点则找出兴趣点分布密集的区域进行单独的神经网络训练;然后对2个神经网络进行特征匹配,得到一个用于三维模型兴趣点提取预测的分类器.测试时,提取新输入的三维模型上所有顶点的特征向量,将其输入到训练好的分类器中进行预测,应用改进的密度峰值聚类算法提取兴趣点.算法采用分层学习的策略,解决了传统算法在模型细节处难以准确提取密集兴趣点的问题.在SHREC’11数据集上的实验结果表明,与传统算法相比,该算法提取兴趣点的准确率更高,出现的遗漏点和错误点更少,对解决越来越精细的三维模型的兴趣点提取问题有较大帮助. 展开更多
关键词 三维模型 三维模型兴趣点 分层学习
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Influence of trap-assisted tunneling on trap-assisted tunneling current in double gate tunnel field-effect transistor 被引量:1
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作者 蒋智 庄奕琪 +2 位作者 李聪 王萍 刘予琪 《Chinese Physics B》 SCIE EI CAS CSCD 2016年第2期463-467,共5页
Trap-assisted tunneling(TAT) has attracted more and more attention, because it seriously affects the sub-threshold characteristic of tunnel field-effect transistor(TFET). In this paper, we assess subthreshold perf... Trap-assisted tunneling(TAT) has attracted more and more attention, because it seriously affects the sub-threshold characteristic of tunnel field-effect transistor(TFET). In this paper, we assess subthreshold performance of double gate TFET(DG-TFET) through a band-to-band tunneling(BTBT) model, including phonon-assisted scattering and acoustic surface phonons scattering. Interface state density profile(D_(it)) and the trap level are included in the simulation to analyze their effects on TAT current and the mechanism of gate leakage current. 展开更多
关键词 trap-assisted tunneling (TAT) tunnel field-effect transistors (TFETs) optical phonon scattering (OP) acoustic phonon scattering (AP)
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采用交替优化策略的三维模型兴趣点提取算法
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作者 舒振宇 易顺 +5 位作者 杨思鹏 刘予琪 隆威 金海容 辛士庆 吴双卿 《计算机辅助设计与图形学学报》 EI CSCD 北大核心 2022年第7期1095-1107,共13页
针对三维模型的兴趣点提取问题,提出一种基于交替优化的全监督检测算法.第1步,利用多种特征描述符对人工标注好的三维模型进行特征提取,得到每个顶点的特征向量,将其作为神经网络的输入;第2步,使用双调和距离场为模型表面顶点赋予概率标... 针对三维模型的兴趣点提取问题,提出一种基于交替优化的全监督检测算法.第1步,利用多种特征描述符对人工标注好的三维模型进行特征提取,得到每个顶点的特征向量,将其作为神经网络的输入;第2步,使用双调和距离场为模型表面顶点赋予概率标签,并将顶点标签值作为神经网络的输出;第3步,通过神经网络学习输入特征与输出标签之间的复杂映射关系;第4步,将训练后的神经网络对训练集进行预测,并把兴趣点提取结果与人工标签进行对比,根据对比差异进一步优化顶点标签值,然后将顶点标签值作为输出、顶点特征向量作为输入,继续优化神经网络.将第3步和第4步重复多次进行交替优化,最终得到一个较优的神经网络模型.在公开数据集SHREC 2011上的实验结果表明,由于采用了交替优化的策略,所提算法在三维模型表面兴趣点提取的关键评价指标FNE和FPE上均优于传统算法,准确率实现了平均11个百分点以上的提升. 展开更多
关键词 三维模型 兴趣点 交替优化
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Impact of low/high-κ spacer-source overlap on characteristics of tunnel dielectric based tunnel field-effect transistor
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作者 JIANG Zhi ZHUANG Yi-qi +2 位作者 LI Cong WANG Ping LIU Yu-qi 《Journal of Central South University》 SCIE EI CAS CSCD 2017年第11期2572-2581,共10页
The effects of low-κ and high-κ spacer were investigated on the novel tunnel dielectric based tunnel field-effect transistor(TD-FET) mainly based upon ultra-thin dielectric direct tunneling mechanism. Drive currents... The effects of low-κ and high-κ spacer were investigated on the novel tunnel dielectric based tunnel field-effect transistor(TD-FET) mainly based upon ultra-thin dielectric direct tunneling mechanism. Drive currents consist of direct tunneling current and band-to-band tunneling(BTBT) current. Meanwhile, tunneling position of the TD-FET differs from conventional tunnel-FET in which the electron and hole tunneling occur at intermediate rather than surface in channel(or source-channel junction under gate dielectric). The 2-D nature of TD-FET current flow is also discussed that the on-current is degraded with an increase in the spacer width. BTBT current will not begin to play part in tunneling current until gate voltage is 0.2 V. We clearly identify the influence of the tunneling dielectric layer and spacer electrostatic field on the device characteristics by numerical simulations. The inserted Si_3N_4 tunnel layer between P+ region and N+ region can significantly shorten the direct and band-to-band tunneling path, so a reduced subthreshold slope(Ss) and a high on-current can be achieved. Above all the ambipolar current is effectively suppressed, thus reducing off-current. TD-FET demonstrates excellent performance for low-power applications. 展开更多
关键词 tunnel dielectric based tunnel field-effect transistor tunnel field-effect transistor band-to-band tunneling tunneling dielectric layer subthreshold slope off-current on-current
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文化乐活,艺术交流
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作者 刘予琪 王梓淇 +2 位作者 范珠凝 汤翰诚 余其多 《小主人报》 2019年第12期4-5,共2页
为了让《小主人报》的小记者更好地树立自信心,在实践中挑战自我,成为一名优秀的、全面发展的小主人,假日里,来自上海、烟台、福州等地近四十位小记者兴致勃勃地走进西班牙驻上海总领事馆经济商务处,开启了一场别开生面的西班牙文化之... 为了让《小主人报》的小记者更好地树立自信心,在实践中挑战自我,成为一名优秀的、全面发展的小主人,假日里,来自上海、烟台、福州等地近四十位小记者兴致勃勃地走进西班牙驻上海总领事馆经济商务处,开启了一场别开生面的西班牙文化之旅。小记者们背着记者包,身穿红马甲,戴着红领巾,手拿采访本,在老师的带领下,有序地来到西班牙驻上海总领事馆。 展开更多
关键词 记者 艺术交流 树立自信心 总领事馆 文化之旅 挑战自我 红领巾 红马甲
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Vertical-dual-source tunnel FETs with steeper subthreshold swing
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作者 蒋智 庄奕琪 +2 位作者 李聪 王萍 刘予琪 《Journal of Semiconductors》 EI CAS CSCD 2016年第9期69-75,共7页
In order to improve the drive current and subthreshold swing(SS), a novel vertical-dual-source tunneling field-effect transistor(VDSTFET) device is proposed in this paper. The influence of source height, channel l... In order to improve the drive current and subthreshold swing(SS), a novel vertical-dual-source tunneling field-effect transistor(VDSTFET) device is proposed in this paper. The influence of source height, channel length and channel thickness on the device are investigated through two-dimensional numerical simulations. Si-VDSTFET have greater tunneling area and thinner channel, showing an on-current as high as 1.24 A at gate voltage of 0.8 V and drain voltage of 0.5 V, off-current of less than 0.1 f A, an improved average subthreshold swing of 14 m V/dec,and a minimum point slope of 4 m V/dec. 展开更多
关键词 dual source regions and U-shape-gate tunneling field-effect transistor subthreshold swing band-toband tunneling on-state current
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