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2022 IEEE International Symposium on the Physical and Failure Analysis of Integrated Circuits (IPFA)最新文献

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Analyze the ESD Discrepancy between Grounded-Gate and Floating-Gate Power Transistors with Gate Electric Field and Magnetic Field Induced by ESD 分析了静电放电产生的栅极电场和磁场对地栅和浮栅功率晶体管静电放电差异的影响
Jian-Hsing Lee, K. Nidhi, Tingyou Lin, Hsueh-Chun Liao, Scott Lee, M. Ker
The mechanism of electrostatic-discharge (ESD) performance discrepancy between the floating gate and grounded-gate NMOS power transistors is analyzed in this work. A power transistor uses the bipolar current to discharge ESD current as the gate is grounded, while the channel current to discharge ESD current as the gate is floating since the gate voltage is couped up by the ESD. Under the time-varying ESD current induced magnetic field (B), the Lorentz force (J×B) has the less effect on the channel current of power transistor since it is controlled by the gate electric field. However, the Lorentz force can push the bipolar current to the finger edge of power transistor as all electrons are the free electrons after injected from the source into the p-substrate from the TCAD simulation. This is different from the classic model that ESD couples up the gate voltage of the floating-gate NMOS to turn-on all channels to give rise to the substrate currents on whole drain junction. So, the current crowded at the first turn-on region is prevented.
分析了浮栅与地栅NMOS功率晶体管静电放电性能差异的机理。当栅极接地时,功率晶体管使用双极电流释放ESD电流,而当栅极释放ESD电流的通道电流是浮动的,因为栅极电压被ESD耦合。在时变ESD电流感应磁场(B)下,洛伦兹力(J×B)受栅极电场控制,对功率晶体管沟道电流的影响较小。然而,洛伦兹力可以将双极电流推向功率晶体管的指缘,因为所有电子都是TCAD模拟中从源注入p基板后的自由电子。这与经典模型不同,即ESD将浮栅NMOS的栅极电压耦合到所有通道,从而在整个漏极结上产生衬底电流。因此,避免了第一导通区域的电流拥挤。
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引用次数: 2
Abbreviated tomography techniques for quick correction of slides in 3-Dimensional NAND Flash architectures 三维NAND闪存结构中载玻片快速校正的简化断层扫描技术
Hee-Beom Lee, M. Ishimaru, J. Mcphillips, R. Alvis, Timothy A. Johnson, C. H. Kang, Inchang Choi, Youngjin Cho, Kiju Choi
A high stack structure is being developed to increase the 3D NAND Flash storage capacity. However, problems such as bowing, incomplete etching, and twisting occur during the channel hole etching process. For the analysis of these process problems, cross-sectional analysis of devices with high stacks is essential.However, it is difficult to uniformly measure the top and bottom layers of the source line contact and V-NAND string area. Therefore, distortion occurs through cross section analysis. The reasons include the focused ion beam incident beam angle relative to the sample coordinate system, beam current profile, and differential milling.The listed physical parameters can be adjusted in a way to obtain distortion-improved, uniform, and perpendicular image data; however, this time-consuming task is a hindrance when trying to increase the reliability of the analysis.In order to address this problem, we propose an efficient processing technique, abbreviated tomography, which is an efficient data reconstruction method.In this study, 248 images were prepared to set up the tomography algorithm data set. The data was reconstructed in a significantly reduced time using the abbreviated tomography technique. Although it took an average of 5 h to obtain 248 new 2D images, we were able to reconstruct the data in 4 min using the abbreviated tomography technique. This abbreviated tomography algorithm can be used as an efficient reconstruction tool for studying structure at the most basic level.
为了提高3D NAND闪存的存储容量,目前正在开发一种高堆叠结构。然而,在沟槽孔蚀刻过程中会出现弯曲、蚀刻不完全和扭曲等问题。为了分析这些工艺问题,必须对高堆器件进行截面分析。然而,很难统一测量源线接触和V-NAND串面积的上下两层。因此,通过截面分析会产生畸变。其原因包括聚焦离子束入射光束相对于样品坐标系的角度、光束电流分布和差动铣削。所列的物理参数可以调整,以获得畸变改善的、均匀的、垂直的图像数据;然而,当试图提高分析的可靠性时,这个耗时的任务是一个障碍。为了解决这一问题,我们提出了一种高效的处理技术——简化层析成像,这是一种高效的数据重建方法。本研究准备了248张图像,建立了断层成像算法数据集。使用简化的断层扫描技术,在显著缩短的时间内重建了数据。虽然平均需要5小时才能获得248张新的2D图像,但我们能够在4分钟内使用简化断层扫描技术重建数据。这种简化的层析成像算法可以作为一种有效的重建工具,在最基础的层次上研究结构。
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引用次数: 0
SiC/SiO2 interface traps effect on SiC MOSFETs Gate capacitance with biased Drain SiC/SiO2界面陷阱对SiC mosfet偏漏栅电容的影响
I. Matacena, L. Maresca, M. Riccio, A. Irace, G. Breglio, A. Castellazzi, S. Daliento
In this paper the effects of SiC/SiO2 interface traps on SiC MOSFETs Gate Capacitance are investigated when a positive bias is applied at the Drain terminal. The Gate capacitance arising from this configuration shows an unexpected sharp peak, exceeding the oxide capacitance, for a Gate voltage close to the threshold voltage. The properties of such peak are studied through numerical analysis. Results affirm that the peak is related to the displacement current, and its origin lies in the channel region. The so-measured Gate capacitance can allow the extraction of important interface properties, such as traps concentration at the SiC/SiO2 interface. Also the effects of temperature on this peak are investigated through experimental and numerical analysis
本文研究了当漏极端施加正偏压时,SiC/SiO2界面陷阱对SiC mosfet栅极电容的影响。当栅极电压接近阈值电压时,由这种配置产生的栅极电容显示出一个意想不到的尖峰,超过氧化物电容。通过数值分析研究了这种峰的性质。结果表明,该峰值与位移电流有关,其起源在通道区域。通过测量Gate电容,可以提取出重要的界面特性,如SiC/SiO2界面上的陷阱浓度。并通过实验和数值分析探讨了温度对该峰值的影响
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引用次数: 4
Characterization of Oxide Layers on AlGaN Based DUV LEDs by TEM/STEM Analysis 用TEM/STEM分析表征AlGaN基DUV led氧化层
J. Bow, Jay Wang, W. Lai, Tien Y. Wang, Syuan-Yu Sie, Sheng-Po Chang, C. Kuo, J. Sheu
Optoelectrical properties of AlGaN-based DUV LEDs were improved by forming gallium oxide and aluminum-gallium oxide layers around sidewalls of GaN and AlGaN epitaxial layers by thermal annealing at temperature high than 850°C. Microstructure of oxide layers were investigated by TEM. Three oxide phases are observed on GaN and AlGaN epitaxial layers. They are all identified to be crystalline phases, one dense and two porous, by SADPs and TEM/STEM images. Combined with data of STEM/EDS analysis, these oxides are designated to be Ga2O3(I), Ga2O3(II), AlxGa2-xO3(I) and AlxGa2-xO3(II) respectively. The gallium oxide is suspected to be β-Ga2O3 by comparing experimental SADPs with simulated SADPs.
通过850℃以上高温退火,在GaN外延层和AlGaN外延层的侧壁周围形成氧化镓和氧化铝层,提高了GaN基DUV led的光电性能。用透射电镜研究了氧化层的微观结构。在GaN和AlGaN外延层上观察到三氧化相。通过sadp和TEM/STEM图像,它们都被鉴定为结晶相,一个致密,两个多孔。结合STEM/EDS分析数据,这些氧化物分别为Ga2O3(I)、Ga2O3(II)、AlxGa2-xO3(I)和AlxGa2-xO3(II)。通过比较实验SADPs和模拟SADPs,推测氧化镓为β-Ga2O3。
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引用次数: 0
A novel method combining laser ablation and chemical etch to expose packaged silicon backside for electrical fault isolation 采用激光烧蚀和化学蚀刻相结合的方法暴露封装硅背面,实现电气故障隔离
S. L. Ting, P. K. Tan, M. Seungje, J. C. Alag, Yanlin Pan, Hnin Hnin, T. T. Yu, K. Kang, A. Quah, C. Chen
The evolution of packaging requirements and innovations drives the constant need for improvement in package level failure analysis. For silicon backside dynamic electrical fault isolation, partial decapsulation is done to remove signal blocking materials and assess the silicon backside of the chip, while maintaining the electrical components and connections of the package. The control of such selective backside opening technique is an intricate process. Any damage can easily be induced to the package connections and silicon substrate without proper control. In this paper, we introduce a novel method with the combination of laser ablation and chemical etch to selectively open die in QFN packages where the package backside is a metallic Cu heatsink.
包装要求和创新的演变推动了不断需要改进的包装级失效分析。对于硅背面动态电气故障隔离,在保持封装的电气元件和连接的同时,对芯片的硅背面进行部分解封装,以去除信号阻塞材料并评估芯片的硅背面。这种选择性后开技术的控制是一个复杂的过程。如果没有适当的控制,任何损坏都很容易引起封装连接和硅衬底。本文介绍了一种激光烧蚀和化学蚀刻相结合的新方法,用于QFN封装的选择性开模,其中封装背面是金属Cu散热器。
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引用次数: 0
Inspection methodologies and machine-learning approaches for defectivity data in semiconductor industry for automotive applications: case study for field-failure prevention 用于汽车应用的半导体工业缺陷数据的检测方法和机器学习方法:现场故障预防的案例研究
C. Bergès, J. Bird, M. Shroff, Edwin Lumanauw, Sreerag Raghunathan, Chris Smith
Big-data infrastructure and environment enable the ability to connect and store data to develop and deploy machine-learning activities and analysis in various industries. Equipment manufacturers are implementing new artificial-intelligence capabilities on their tool platforms, thus pushing manufacturers themselves to use data provided by these new functionalities and to link them with other data from their processes. Then, the manufacturer who uses this new artificial-intelligence data is seeking to connect them to some other of internal data, such as the electrical test results per die, in a new type of analysis, with the purpose to improve the screening offered by the electrical test, and thus to increase overall quality. This paper reports new capabilities in automated optical inspection, implemented in automotive-semiconductor manufacturing, which predict a probability of failure per die, computed by the inspection equipment from the features of the observed defects, and presents some significant results in the case of a product implemented in automotive RADAR products.
大数据基础设施和环境能够连接和存储数据,从而在各个行业中开发和部署机器学习活动和分析。设备制造商正在其工具平台上实施新的人工智能功能,从而推动制造商自己使用这些新功能提供的数据,并将其与流程中的其他数据联系起来。然后,使用这种新的人工智能数据的制造商正在寻求将它们与其他一些内部数据联系起来,例如每个模具的电气测试结果,以一种新的分析方式,目的是改善电气测试提供的筛选,从而提高整体质量。本文报道了在汽车半导体制造中实现的自动光学检测的新功能,该功能可以预测每个模具的失效概率,由检测设备根据观察到的缺陷的特征计算出来,并在汽车雷达产品中实现了一些重要的结果。
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引用次数: 1
Characterization analysis of aluminum pad discoloration and ions contamination monitor of wafer storage environment 铝垫变色特性分析及晶圆储存环境离子污染监测
F. Su, Ray Tu, W. Hsieh, Henry Lin, Vincent Chen, Irene Ou, Y. Lou
In this paper, an aluminum pad discoloration was observed for the wafers stored for more than one year after the CP testing process. The OM, SEM, EDS, AES and TEM analysis technique were used to identify the mechanism of Al pad discoloration. The Pt thin film deposition on top surface of Al pad can effectively enhance the visibility of discoloration. Based on HRTEM, FFT and NBD analysis results, this Al pad discoloration was characterized by the formation of fluorine containing crystalline defects on entire Al pad surface. Additionally, in order to monitor contaminants in Front Opening Shipping Box (FOSB), the ion chromatography analysis technique was introduced into routine wafer storage management of CP testing FAB.
在本文中,在CP测试过程中,对储存一年以上的晶圆观察到铝垫变色。采用OM、SEM、EDS、AES和TEM等分析技术对铝垫变色机理进行了表征。在Al衬垫顶表面沉积Pt薄膜可以有效地提高变色的可见性。HRTEM、FFT和NBD分析结果表明,铝垫变色的特征是在整个铝垫表面形成含氟晶体缺陷。此外,为了监测前开口运输箱(FOSB)中的污染物,将离子色谱分析技术引入到CP测试FAB的常规晶圆存储管理中。
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引用次数: 0
Studies of Passivation (Si3N4/SiO2) Qualification Method in Wafer Fabrication 硅片制造中钝化(Si3N4/SiO2)鉴定方法的研究
Younan Hua, Jin Liao, Binhai Liu, Lei Zhu, Xiaomin Li
In wafer fabrication, silicon nitride (Si3N4) and silicon oxide (SiO2) layers are widely used as passivation layer to protect the Al metal underneath from corrosion. To qualify the passivation layers, the traditional chemical recipe PAE (H3PO4 + HNO3) is used to conduct passivation pinhole test. If pinholes or cracks are present in the passivation layer of Si3N4/SiO2, the sample immersion in the test solution duration will allow HNO3 acid to chemically react with the Al layer underneath. Therefore, a black colored pinhole-like defect will be observed during optical inspection after the pinhole test. In this situation, the wafer sample fails the pinhole test and is not qualified.If there is no pinhole or crack in the passivation layers of Si3N4/SiO2, after the sample immersion in the testing solution time, HNO3 acid cannot chemically react with the underneath aluminum layer. The black pinhole-like defect during optical inspection is unable to be detected, and the wafer sample passes the pinhole test. However, this traditional method has its limitation. If the pinholes or cracks do not completely penetrate the entire passivation layer, in this case HNO3 acid cannot flow into the pinholes or cracks and could not chemically react with the underlying aluminum. As a result, those pinholes or cracks could not be detected.In this study, we proposed a new test method to replace the traditional pinhole test method by using fluorescent dye method. We have developed a fluorescence microscopy method which can be applied to qualify the passivation layer. Using this new method, we could detect pinholes/cracks in passivation layer in wafer fabrication which had totally or partially penetrate the entire passivation (Si3N4/SiO2) layer. The smallest microcrack size currently detected can reach 72nm. All micro-pinhole defects can be detected by fluorescence microscopy method, which can detect not only full perforation defects, but also those partially perforated defects.
在晶圆制造中,氮化硅(Si3N4)和氧化硅(SiO2)层被广泛用作钝化层,以保护下面的Al金属免受腐蚀。为确定钝化层,采用传统化学配方PAE (H3PO4 + HNO3)进行钝化针孔试验。如果Si3N4/SiO2的钝化层中存在针孔或裂纹,则样品在测试溶液中的浸泡时间将允许HNO3酸与下面的Al层发生化学反应。因此,在针孔测试后的光学检查中会观察到黑色的针孔样缺陷。在这种情况下,晶圆样品针孔测试不合格,不合格。如果Si3N4/SiO2钝化层中没有针孔或裂纹,则样品在测试溶液中浸泡一段时间后,HNO3酸不能与铝层下的铝层发生化学反应。光学检测时无法检测到黑色针孔样缺陷,晶圆样品通过针孔测试。然而,这种传统的方法有其局限性。如果针孔或裂纹没有完全穿透整个钝化层,在这种情况下,HNO3酸不能流入针孔或裂纹,也不能与下面的铝发生化学反应。结果,这些针孔或裂缝无法被检测到。在本研究中,我们提出了一种新的检测方法,利用荧光染料法取代传统的针孔检测方法。我们开发了一种荧光显微镜方法,可用于鉴定钝化层。利用这种新方法,我们可以检测到硅片制造过程中钝化层的针孔/裂纹,这些针孔/裂纹已经全部或部分穿透了整个钝化层(Si3N4/SiO2)。目前检测到的最小微裂纹尺寸可达72nm。荧光显微法可以检测所有的微针孔缺陷,不仅可以检测到完全穿孔的缺陷,也可以检测到部分穿孔的缺陷。
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引用次数: 0
Failures of Ag Wire Bonding ICs in Real-world Applications 银线键合集成电路在实际应用中的故障
Xuanlong Chen, Xiaping Xie, Min Wang, Yongjia Ruan, Tianhan Liu, Lin Shi
The semiconductor assembly industry has migrated from Au wire to Cu wire, and has recently started with Ag alloy wire, due to the advantages of higher conductivity, lower price and hardness. With this paper, we reviewed several failure mechanisms of commercial silver wire bonding ICs operating in real life applications. The analyzed failure mechanisms are mainly due to: (1) pad cratering, (2) electrochemical migration, (3) chemical corrosion, (4) wire bridge. The results give a guidance on the improvement of the reliability and robustness of plastic encapsulated ICs using Ag wire.
半导体组装行业已经从金线迁移到铜线,最近开始使用银合金线,因为银合金线具有导电性更高、价格更低和硬度更高的优点。本文综述了实际应用中商用银线键合集成电路的几种失效机制。分析的失效机理主要有:(1)焊盘撞击;(2)电化学迁移;(3)化学腐蚀;(4)导线桥。研究结果对提高银线塑料封装集成电路的可靠性和鲁棒性具有指导意义。
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引用次数: 0
Statistical Study of Electromigration in Gold Interconnects 金互连中电迁移的统计研究
H. Ceric, R. L. de Orio, S. Selberherr
Gold metallization used for GaAs devices is susceptible to significant electromigration degradation. In this work, a complete physics-based analysis of electromigration in gold is presented. In particular, the dependence of statistical failure features on the variation of geometric properties is investigated. The experimentally observed dependence of the mean failure time and the associated standard deviation of the failure times on the interconnect geometry is well reproduced by simulations.
用于砷化镓器件的金金属化易受明显的电迁移退化影响。在这项工作中,提出了一个完整的基于物理的金电迁移分析。特别地,研究了统计失效特征与几何特性变化的关系。实验观察到的平均失效时间和相关的失效时间的标准偏差对互连几何形状的依赖性通过模拟得到了很好的再现。
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引用次数: 0
期刊
2022 IEEE International Symposium on the Physical and Failure Analysis of Integrated Circuits (IPFA)
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