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2020 IEEE International Reliability Physics Symposium (IRPS)最新文献

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Statistical Analysis of Bit-Errors Distribution for Reliability of 3-D NAND Flash Memories 三维NAND闪存可靠性误码分布的统计分析
Pub Date : 2020-04-01 DOI: 10.1109/IRPS45951.2020.9128993
Nian-Jia Wang, Kuan-Yi Lee, Hsin-Yi Lin, Wei-Hao Hsiao, Ming-Yi Lee, Li-Kuang Kuo, D. Lin, Y. Chao, Chih-Yuan Lu
The gamma-Poisson distribution is proposed to model bit-errors distribution with empirically observed number of error bits after reliability tests of program/erase endurance, retention and read disturb. Through a detailed characterization of 2-D SLC, 3-D MLC, and 3-D TLC flash memories, we observed that the gamma-Poisson distribution well describes dispersion phenomenon in flash array and could apply for further reliability analysis in a more efficient way and accurate estimation of uncorrectable bit error rate.
通过程序/擦除持久性、保留性和读干扰可靠性测试,提出了用经验观察到的错误位数来模拟误码分布的伽玛泊松分布。通过对2-D SLC、3-D MLC和3-D TLC闪存的详细表征,我们发现伽玛泊松分布很好地描述了闪存阵列中的色散现象,可以更有效地应用于进一步的可靠性分析和不可校正误码率的准确估计。
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引用次数: 1
Reversible dielectric breakdown in h-BN stacks: a statistical study of the switching voltages 可逆介质击穿在h-BN堆:开关电压的统计研究
Pub Date : 2020-04-01 DOI: 10.1109/IRPS45951.2020.9129147
J. Roldán, D. Maldonado, F. Jiménez-Molinos, Christian Acal, J. E. Ruiz-Castro, A. M. Aguilera, F. Hui, J. Kong, Y. Shi, X. Jing, Chao Wen, M. A. Villena, M. Lanza
Memristor devices with the Au/Ag/h-BN/Fe structure have been fabricated and characterized. The switching voltages, and other newly-defined parameters extracted, like V2dmax1 and V2dmax2, have been analyzed statistically in an exhaustive manner. The conduction across the memristor can be described well with a Quantum Point Contact (QPC) model that accounts for quantized filamentary conduction. The distributions of set and reset voltages have been proved to be accurately reproduced by using Weibull distributions. We also present an analysis making use of phase-type distributions to characterize the measured data stochasticity.
制备了Au/Ag/h-BN/Fe结构的忆阻器器件,并对其进行了表征。开关电压和其他新定义的提取参数,如V2dmax1和V2dmax2,已经进行了详尽的统计分析。通过忆阻器的传导可以用量子点接触(QPC)模型很好地描述,该模型考虑了量子化的丝状传导。用威布尔分布可以准确地再现设定电压和复位电压的分布。我们还提出了一个分析,利用相型分布来表征测量数据的随机性。
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引用次数: 3
Gate-Oxide Trapping Enabled Synaptic Logic Transistor 栅极氧化物捕获使能突触逻辑晶体管
Pub Date : 2020-04-01 DOI: 10.1109/IRPS45951.2020.9129338
X. Ju, D. Ang
Brain-inspired neuromorphic systems have attracted much attention as a new computing paradigm for energy-efficient computation by enabling massive parallelism in artificial neural networks. The successful realization of a large-scale manufacturable artificial synapse holds the key to a full-fledged neuromorphic hardware application. This work reveals basic synaptic-like responses in the output characteristics of a normal logic CMOS transistor (with EOT < 2 nm), enabled by charge trapping dynamics at oxide defects. In addition, metaplasticity, a higher order synaptic response, is also observed by encoding relative timing. Given the mature transistor technology, a synaptic logic transistor may potentially offer a quicker pathway towards commercial neuromorphic systems.
以脑为灵感的神经形态系统作为一种新的计算范式,通过在人工神经网络中实现大规模并行计算而引起了人们的广泛关注。大规模可制造的人工突触的成功实现是成熟的神经形态硬件应用的关键。这项工作揭示了普通逻辑CMOS晶体管(EOT < 2 nm)的输出特性中的基本突触样响应,这是由氧化物缺陷处的电荷捕获动力学实现的。此外,元可塑性,一种更高阶的突触反应,也可以通过编码相对时间观察到。鉴于成熟的晶体管技术,突触逻辑晶体管可能为商业化的神经形态系统提供更快的途径。
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引用次数: 0
Physics based modeling of bimodal electromigration failure distributions and variation analysis for VLSI interconnects VLSI互连双模电迁移失效分布的物理建模及变异分析
Pub Date : 2020-04-01 DOI: 10.1109/IRPS45951.2020.9128313
S. Nair, R. Bishnoi, M. Tahoori, H. Zahedmanesh, Kris Croes, K. Garello, G. Kar, F. Catthoor
Electromigration (EM) is a major reliability concern for interconnects in advanced technology nodes. Most of the existing EM models are either empirical or calibrated based on finite element analysis. Most of them consider only EM failures in the line without considering the via. Furthermore, the existing EM models do not model variations in the EM induced failure times, as typically observed in measurements. In this work, we develop a variation-aware EM analysis framework to model the bimodal failure distribution with early failures in via along with late failures in line. This EM model can be used for material and dimension exploration while being able to model and predict the variations in the bimodal EM failure distribution at various operating conditions.
电迁移(EM)是先进技术节点互连的主要可靠性问题。现有的电磁模型大多是经验模型或基于有限元分析的校准模型。他们中的大多数只考虑线路中的EM故障,而不考虑过孔。此外,现有的电磁模型并没有模拟电磁诱发失效时间的变化,这在测量中通常是观察到的。在这项工作中,我们开发了一个变化感知的电磁分析框架来模拟双峰失效分布,其中早期失效在via中,晚期失效在line中。该电磁模型可用于材料和尺寸探索,同时能够模拟和预测各种工况下双峰电磁破坏分布的变化。
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引用次数: 4
A Novel ‘I-V Spectroscopy’ Technique to Deconvolve Threshold Voltage and Mobility Degradation in LDMOS Transistors 一种新的“I-V光谱”技术对LDMOS晶体管阈值电压和迁移率退化进行反卷积
Pub Date : 2020-04-01 DOI: 10.1109/IRPS45951.2020.9128965
Yen-Pu Chen, B. Mahajan, D. Varghese, S. Krishnan, V. Reddy, M. Alam
Although the CMOS-compatible Laterally Diffused MOSFET (LDMOS) is widely used in various applications as a versatile and efficient power electronic device, its hot carrier degradation (HCD) remains a persistent and important design challenge. None of the classical HCD models apply, because the geometric and doping complexities of the channel and drift regions create multiple hotspots with bias-dependent hot carrier injection into the oxide. To address these challenges, here we: 1) propose a novel geometrical partition of the LDMOS and represent each part by a TCAD-calibrated and experimentally validated tandem-FET compact model; 2) use the new compact model to propose an ‘ I − V spectroscopy’ methodology to deconvolve mobility and threshold degradation in the channel and the drift regions; 3) separate the degradation in the two regions by postprocessing measured I-V curves; 4) demonstrate that ΔVth determined by classical techniques, e.g., constant current (CC) or maximum transconductance (Gmmax), are contaminated by mobility degradation and must be corrected by the proposed technique for accurate lifetime projection.
尽管兼容cmos的横向扩散MOSFET (LDMOS)作为一种多功能、高效的电力电子器件广泛应用于各种应用,但其热载流子退化(HCD)仍然是一个持续存在的重要设计挑战。经典的HCD模型都不适用,因为通道和漂移区域的几何和掺杂复杂性产生了多个热点,这些热点与偏置相关的热载子注入到氧化物中。为了解决这些挑战,我们提出了一种新的LDMOS几何划分方法,并用tcad校准和实验验证的串联fet紧凑模型表示每个部分;2)利用新的紧凑模型提出了一种“I - V光谱”方法,对通道和漂移区域的迁移率和阈值退化进行反卷积;3)对实测I-V曲线进行后处理,分离两个区域的退化;4)证明ΔVth由经典技术确定,例如,恒流(CC)或最大跨导(Gmmax),受到迁移率退化的污染,必须通过所提出的技术进行校正,以获得准确的寿命预测。
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引用次数: 7
Modeling Framework for Transistor Aging Playback in Advanced Technology Nodes 先进技术节点晶体管老化回放建模框架
Pub Date : 2020-04-01 DOI: 10.1109/IRPS45951.2020.9129601
I. Meric, S. Ramey, S. Novak, S. Gupta, S. Mudanai, J. Hicks
With continuous channel length scaling and ongoing demand for higher operating frequencies, HCI degradation and combining BTI and HCI aging mechanisms in compact aging models becomes important for accurately capturing end-of-life circuit behavior. We have developed an aging playback model that can replay aged transistor I-V characteristics over a large bias range including both mechanisms. The model uses the transistor VT shift, mobility degradation, and a localization coefficient to combine the impact of individual BTI and HCI components. It can be used for both NMOS and PMOS, as well as logic and I/O devices and is part of Intel process design kits.
随着通道长度的持续缩放和对更高工作频率的持续需求,HCI退化以及在紧凑老化模型中结合BTI和HCI老化机制对于准确捕获寿命终止电路行为变得非常重要。我们开发了一种老化回放模型,可以在包括两种机制在内的大偏置范围内回放老化晶体管的I-V特性。该模型使用晶体管VT位移、迁移率退化和定位系数来结合单个BTI和HCI组件的影响。它可以用于NMOS和PMOS,以及逻辑和I/O设备,是英特尔工艺设计套件的一部分。
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引用次数: 13
Reliability Characterization for 12 V Application Using the 22FFL FinFET Technology 使用22FFL FinFET技术的12v应用的可靠性表征
Pub Date : 2020-04-01 DOI: 10.1109/IRPS45951.2020.9128314
C. Su, M. Armstrong, S. Chugh, M. El-tanani, Hannes Greve, Hai Li, M. Maksud, Benjamin Orr, C. Perini, J. Palmer, L. Paulson, S. Ramey, J. Waldemer, Yang Yang, D. Young
The 22FFL technology developed for operation to 3.3V is used to investigate process and design considerations required to extend technology capability to 12 V applications. A prototype chip was carefully designed in close consideration with the technology reliability requirements of the lower voltage components to demonstrate product-level reliability capabilities. The reliability of components such as transistors, well junctions, back-end dielectrics and MIMCAPs is thoroughly characterized and proven robust throughout a 10-year lifetime. The results demonstrate a reliable technology capability that is compliant with industrial standards to enable high-voltage design requirements.
开发的22FFL技术用于3.3V工作,用于研究将技术能力扩展到12 V应用所需的工艺和设计考虑因素。在密切考虑低压元件的技术可靠性要求的情况下,精心设计了原型芯片,以展示产品级可靠性能力。晶体管、井结、后端电介质和mimcap等组件的可靠性在10年的使用寿命内得到了充分的表征和证明。结果证明了一种可靠的技术能力,符合工业标准,能够满足高压设计要求。
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引用次数: 0
Hot Carrier Degradation in Cryo-CMOS Cryo-CMOS中的热载流子降解
Pub Date : 2020-04-01 DOI: 10.1109/IRPS45951.2020.9129312
W. Chakraborty, Uma Sharma, S. Datta, S. Mahapatra
28nm Gate First High-K Metal Gate (GF-HKMG) technology is analyzed for Hot-Carrier Degradation (HCD) under varying gate/drain (VG/VD) bias and temperature (T: 300K to 77K). A compact model is used to partition measured threshold voltage shift (ΔVT) into interface trap generation due to pure HCD (ΔVIT-HC), Bias Temperature Instability (BTI, ΔVIT-BT), and electron/hole trapping (ΔVET/ΔVHT) subcomponents. The relative importance of the subcomponents is analyzed for varying T. Although pure HCD dominates under Cryo-CMOS operation, the T dependence is shown to be different for Si NMOS and SiGe PMOS FETs. Finally, the impact on the circuit (RO: Ring Oscillator) operation is analyzed.
分析了28nm Gate First High-K Metal Gate (GF-HKMG)技术在不同栅极/漏极(VG/VD)偏置和温度(T: 300K至77K)下的热载流子降解(HCD)。使用紧凑的模型将测量的阈值电压位移(ΔVT)划分为由于纯HCD (ΔVIT-HC),偏置温度不稳定性(BTI, ΔVIT-BT)和电子/空穴捕获(ΔVET/ΔVHT)子组件而产生的界面陷阱。虽然纯HCD在cro - cmos操作下占主导地位,但对于Si NMOS和SiGe PMOS fet, T依赖性有所不同。最后,分析了对环形振荡器(RO: Ring Oscillator)工作的影响。
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引用次数: 4
Surge Energy Robustness of GaN Gate Injection Transistors GaN栅极注入晶体管的浪涌能量稳健性
Pub Date : 2020-04-01 DOI: 10.1109/IRPS45951.2020.9129324
Ruizhe Zhang, J. P. Kozak, Jingcun Liu, M. Xiao, Yuhao Zhang
An essential robustness of power devices is the capability to safely withstand surge energy, which is typically characterized in an unclamped inductive switching (UIS) condition. Si and SiC power MOSFETs can dissipate surge energy through avalanching. However, GaN high-electron-mobility-transistors (HEMTs) have no or minimal avalanche capability. Prior works reported controversial interpretations of the behaviors of GaN HEMTs in UIS tests. This work, for the first time, clarifies the surge-energy withstand process of a mainstream enhancement-mode GaN HEMT, the GaN gate injection transistor (GIT). Different from Si and SiC MOSFETs, GaN GITs are shown to withstand the surge energy through a resonant energy transfer from device output capacitance back into the load inductor, followed by the device reverse conduction and inductor discharging. Almost no energy is dissipated in the device during this resonant withstand process. The failure mechanism of GaN GITs has also been identified. It was found that the surge-energy robustness of GaN GITs is almost solely determined by their transient overvoltage capability. Failure analysis and mixed-mode TCAD simulation confirm that the device failure location is consistent with the peak electric field location at the peak overvoltage transient. These results suggest the avalanche energy, a widely used JEDEC standard for the robustness of Si and SiC power MOSFETs which represents the device capability to resistively dissipate energy without thermal runaway, may not be a parameter that can directly represent the surge energy robustness of GaN HEMTs. In addition, benefited from the sub-50 ns overvoltage pulse created by the UIS test, the electrical breakdown location of hybrid-drain GIT was experimentally verified for the firs time.
功率器件的基本稳健性是能够安全地承受浪涌能量,这通常是在非箝位电感开关(UIS)条件下的特征。Si和SiC功率mosfet可以通过雪崩来耗散浪涌能量。然而,氮化镓高电子迁移率晶体管(hemt)没有或只有很小的雪崩能力。先前的工作报道了在美国测试中对GaN hemt行为的有争议的解释。这项工作首次阐明了主流增强模式GaN HEMT, GaN栅注入晶体管(GIT)的浪涌能量承受过程。与Si和SiC mosfet不同的是,GaN GITs通过从器件输出电容回负载电感的谐振能量转移来承受浪涌能量,然后是器件反导和电感放电。在这个谐振承受过程中,几乎没有能量在器件中耗散。GaN GITs的失效机制也已被确定。研究发现,氮化镓极栅的浪涌能量稳健性几乎完全取决于其瞬态过电压能力。失效分析和混合模式TCAD仿真证实,器件失效位置与过电压瞬态峰值电场位置一致。这些结果表明,雪崩能量可能不是直接代表GaN hemt浪涌能量鲁棒性的参数,雪崩能量是广泛使用的用于Si和SiC功率mosfet鲁棒性的JEDEC标准,代表器件电阻性耗散能量而不发生热失控的能力。此外,得益于UIS试验产生的低于50 ns的过电压脉冲,首次通过实验验证了混合漏极GIT的电击穿位置。
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引用次数: 12
Gate Oxide Reliability Studies of Commercial 1.2 kV 4H-SiC Power MOSFETs 商用1.2 kV 4H-SiC功率mosfet栅极氧化物可靠性研究
Pub Date : 2020-04-01 DOI: 10.1109/IRPS45951.2020.9129486
Tianshi Liu, Shengnan Zhu, Susanna Yu, Diang Xing, Arash Salemi, Minseok Kang, Kristen Booth, M. White, A. Agarwal
This work examines the gate oxide ruggedness and underlying failure mechanisms of commercially available large-area 1.2 kV 4H-SiC power MOSFETs from multiple vendors. Both gate leakage current and time-dependent dielectric breakdown (TDDB) measurements are performed at various voltage stresses with temperatures between 28°C and 175°C. While some vendors show promising gate oxide reliability results such as low gate leakage current (~100pA) and >106 hours lifetime at 175°C with VG=20 V, anomalous gate leakage current behaviors and TDDB characteristics are observed for other vendors. The anomalous gate oxide reliability measurement results are related to the pre-existing gate oxide defects and interface traps. Gate leakage current measurements at different temperatures reveal insights into the oxide quality. The authors also observe that constant-voltage TDDB measurement can greatly overestimate the oxide lifetime when a significant amount of extrinsic oxide defects exist before the measurements.
本研究考察了来自多个供应商的商用大面积1.2 kV 4H-SiC功率mosfet的栅极氧化物坚固性和潜在失效机制。栅极泄漏电流和随时间变化的介质击穿(TDDB)测量在28°C和175°C之间的不同电压应力下进行。虽然一些供应商显示出有希望的栅极氧化物可靠性结果,例如低栅极泄漏电流(~100pA)和>106小时寿命,175°C, VG=20 V,但其他供应商观察到异常栅极泄漏电流行为和TDDB特性。异常栅氧化可靠性测量结果与存在的栅氧化缺陷和界面陷阱有关。在不同温度下的栅极泄漏电流测量揭示了对氧化物质量的见解。作者还观察到,当测量前存在大量的外部氧化缺陷时,恒压TDDB测量会大大高估氧化物寿命。
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引用次数: 13
期刊
2020 IEEE International Reliability Physics Symposium (IRPS)
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