首页 > 最新文献

2023 IEEE International Reliability Physics Symposium (IRPS)最新文献

英文 中文
Reliability Studies on Advanced FinFET Transistors of the Intel 4 CMOS Technology 基于Intel 4 CMOS技术的先进FinFET晶体管可靠性研究
Pub Date : 2023-03-01 DOI: 10.1109/IRPS48203.2023.10117992
M. Jamil, S. Mukhopadhay, M. Ghoneim, A. Shailos, C. Prasad, I. Meric, S. Ramey
The Intel 4 CMOS FinFET technology delivers over 20% performance gains at iso-power over the prior generation (Intel 7). This paper reports reliability studies on the Intel 4 technology that demonstrate matched or better reliability while extending Moore's law in the areas of power, performance, and scaling over its predecessor. Industry-leading technology scaling comes with numerous challenges, including co-optimization of yield, performance, and reliability. This paper reports the development of Intel 4 technology with industry-standard reliability while delivering significant advancement in generational performance and density.
与上一代(英特尔7)相比,英特尔4 CMOS FinFET技术在等功耗下的性能提升了20%以上。本文报告了对英特尔4技术的可靠性研究,该技术在功率、性能和缩放方面扩展了摩尔定律,证明了与上一代技术相当或更好的可靠性。行业领先的技术扩展带来了许多挑战,包括产量、性能和可靠性的共同优化。本文报告了具有行业标准可靠性的英特尔4技术的发展,同时在代际性能和密度方面提供了显著的进步。
{"title":"Reliability Studies on Advanced FinFET Transistors of the Intel 4 CMOS Technology","authors":"M. Jamil, S. Mukhopadhay, M. Ghoneim, A. Shailos, C. Prasad, I. Meric, S. Ramey","doi":"10.1109/IRPS48203.2023.10117992","DOIUrl":"https://doi.org/10.1109/IRPS48203.2023.10117992","url":null,"abstract":"The Intel 4 CMOS FinFET technology delivers over 20% performance gains at iso-power over the prior generation (Intel 7). This paper reports reliability studies on the Intel 4 technology that demonstrate matched or better reliability while extending Moore's law in the areas of power, performance, and scaling over its predecessor. Industry-leading technology scaling comes with numerous challenges, including co-optimization of yield, performance, and reliability. This paper reports the development of Intel 4 technology with industry-standard reliability while delivering significant advancement in generational performance and density.","PeriodicalId":159030,"journal":{"name":"2023 IEEE International Reliability Physics Symposium (IRPS)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123299108","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Engineering Custom TLP I-V Characteristic Using a SCR-Diode Series ESD Protection Concept 工程定制TLP I-V特性,采用可控硅二极管系列ESD保护概念
Pub Date : 2023-03-01 DOI: 10.1109/IRPS48203.2023.10118220
H. B. Variar, S. K. Gautam, Ashita Kumar, K. M. Amogh, Juan Luo, Ning Shi, D. Marreiro, S. Mallikarjunaswamy, M. Shrivastava
This work demonstrates an SCR-Diode series ESD Protection concept, which can be engineered to provide a custom TLP I-V characteristic. SCRs and diodes with dimensional variations have been used in different combinations and width ratios, which results in a range of TLP I-V characteristics. This protection circuit comes with several advantages as adaptability for various ESD protection windows, the benefits of using SCR as a protection device and the ease of designing the circuit. Along with TCAD studies, experimental data demonstrates that N-well and P-well doping of SCR can be used to further tune the Vhold and Ron of the protection circuit.
这项工作展示了一个可控硅二极管系列ESD保护概念,它可以设计为提供定制的TLP I-V特性。尺寸变化的晶闸管和二极管以不同的组合和宽度比使用,从而产生一系列的TLP I-V特性。这种保护电路具有几个优点,如适应各种ESD保护窗口,使用可控硅作为保护器件的好处,以及易于设计电路。结合TCAD的研究,实验数据表明,利用可控硅的n阱和p阱掺杂可以进一步调谐保护电路的Vhold和Ron。
{"title":"Engineering Custom TLP I-V Characteristic Using a SCR-Diode Series ESD Protection Concept","authors":"H. B. Variar, S. K. Gautam, Ashita Kumar, K. M. Amogh, Juan Luo, Ning Shi, D. Marreiro, S. Mallikarjunaswamy, M. Shrivastava","doi":"10.1109/IRPS48203.2023.10118220","DOIUrl":"https://doi.org/10.1109/IRPS48203.2023.10118220","url":null,"abstract":"This work demonstrates an SCR-Diode series ESD Protection concept, which can be engineered to provide a custom TLP I-V characteristic. SCRs and diodes with dimensional variations have been used in different combinations and width ratios, which results in a range of TLP I-V characteristics. This protection circuit comes with several advantages as adaptability for various ESD protection windows, the benefits of using SCR as a protection device and the ease of designing the circuit. Along with TCAD studies, experimental data demonstrates that N-well and P-well doping of SCR can be used to further tune the Vhold and Ron of the protection circuit.","PeriodicalId":159030,"journal":{"name":"2023 IEEE International Reliability Physics Symposium (IRPS)","volume":"140 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131497862","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Polarity Dependency of MOL-TDDB in FinFET moltddb在FinFET中的极性依赖性
Pub Date : 2023-03-01 DOI: 10.1109/IRPS48203.2023.10117774
Manisha Sharma, Hokyung Park, Yinghong Zhao, Ki-Don Lee, Liangshan Chen, J. Yoon, R. Ranjan, Caleb Dongkyan Kwon, H. Shim, M. Yeo, Shin-Young Chung, J. Haefner
Stress polarity dependency of MOL-TDDB (Middle of Line-Time Dependent Dielectric Breakdown) is investigated on FinFET devices. Due to asymmetry in spacer dielectrics between Gate (PC) and Contact (CA), MOL-TDDB reliability can be different by bias polarity. From Vramp and TDDB evaluations, we observed MOL-TDDB reliability becomes worse when positive bias is applied to the CA side. Leakage current analysis and energy band diagram study suggested this reliability degradation can be explained by either more trap generation or more electron trapping in high-k layer (on PC side). This behavior can be suppressed by Vt-tuning capping layer.
研究了在FinFET器件上MOL-TDDB(中线时间介电击穿)的应力极性依赖性。由于栅极(PC)和触点(CA)之间的间隔介质不对称,MOL-TDDB的可靠性会因偏置极性而不同。从Vramp和TDDB评估中,我们观察到当正向偏置应用于CA侧时,MOL-TDDB的可靠性变得更差。泄漏电流分析和能带图研究表明,这种可靠性下降可以解释为更多的陷阱产生或更多的电子捕获在高k层(PC侧)。这种行为可以通过vt调谐封盖层来抑制。
{"title":"Polarity Dependency of MOL-TDDB in FinFET","authors":"Manisha Sharma, Hokyung Park, Yinghong Zhao, Ki-Don Lee, Liangshan Chen, J. Yoon, R. Ranjan, Caleb Dongkyan Kwon, H. Shim, M. Yeo, Shin-Young Chung, J. Haefner","doi":"10.1109/IRPS48203.2023.10117774","DOIUrl":"https://doi.org/10.1109/IRPS48203.2023.10117774","url":null,"abstract":"Stress polarity dependency of MOL-TDDB (Middle of Line-Time Dependent Dielectric Breakdown) is investigated on FinFET devices. Due to asymmetry in spacer dielectrics between Gate (PC) and Contact (CA), MOL-TDDB reliability can be different by bias polarity. From Vramp and TDDB evaluations, we observed MOL-TDDB reliability becomes worse when positive bias is applied to the CA side. Leakage current analysis and energy band diagram study suggested this reliability degradation can be explained by either more trap generation or more electron trapping in high-k layer (on PC side). This behavior can be suppressed by Vt-tuning capping layer.","PeriodicalId":159030,"journal":{"name":"2023 IEEE International Reliability Physics Symposium (IRPS)","volume":"208 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131748237","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A detailed comparison of various off-state breakdown methodologies for scaled Tri-gate technologies 三栅极技术的各种非状态击穿方法的详细比较
Pub Date : 2023-03-01 DOI: 10.1109/IRPS48203.2023.10117954
K. Joshi, D. Nminibapiel, M. Ghoneim, D. Ali, R. Ramamurthy, L. Pantisano, I. Meric, S. Ramey
The source-drain punch-through current in off-state TDDB stress (OSS) is shown to significantly affect off-state breakdown behavior. This paper compares various OSS methodologies available in the literature and discusses how source-to-drain punch-through affects off-state breakdown and reliability. The proposed Drain-stress with Offset (DSO) OSS methodology limits punch-through to better reflect the actual field dependence of OSS breakdown for scaled tri-gate MOSFET technologies.
失态TDDB应力(OSS)下的源漏击穿电流对失态击穿行为有显著影响。本文比较了文献中可用的各种OSS方法,并讨论了源-漏穿孔如何影响非状态击穿和可靠性。提出的漏极应力与偏置(DSO) OSS方法限制了穿通,以更好地反映缩放三栅极MOSFET技术中OSS击穿的实际场依赖性。
{"title":"A detailed comparison of various off-state breakdown methodologies for scaled Tri-gate technologies","authors":"K. Joshi, D. Nminibapiel, M. Ghoneim, D. Ali, R. Ramamurthy, L. Pantisano, I. Meric, S. Ramey","doi":"10.1109/IRPS48203.2023.10117954","DOIUrl":"https://doi.org/10.1109/IRPS48203.2023.10117954","url":null,"abstract":"The source-drain punch-through current in off-state TDDB stress (OSS) is shown to significantly affect off-state breakdown behavior. This paper compares various OSS methodologies available in the literature and discusses how source-to-drain punch-through affects off-state breakdown and reliability. The proposed Drain-stress with Offset (DSO) OSS methodology limits punch-through to better reflect the actual field dependence of OSS breakdown for scaled tri-gate MOSFET technologies.","PeriodicalId":159030,"journal":{"name":"2023 IEEE International Reliability Physics Symposium (IRPS)","volume":"44 8","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120874149","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Reliability of 3D NAND Flash for Future Storage Systems (Invited) 面向未来存储系统的3D NAND闪存可靠性研究(特邀)
Pub Date : 2023-03-01 DOI: 10.1109/IRPS48203.2023.10118280
A. Goda, K. K. Muchherla, Peter Feeley
The 3D NAND Flash technologies have been successful, having realized the high density, high performance and highly reliable storage systems. With the continuous technology scaling, significant challenges and opportunities are expected in the future. SLC NAND technology plays a critical role for the high performance systems. The increased block size with further layer stacking requires innovative solutions to realize enhanced system performance and cost scaling. For the bits per cell (BPC) scaling beyond QLC, the reduction of the total cost of ownership (TCO) at the system level is the key. In this paper, we review and discuss the challenges and opportunities of 3D NAND reliability from the storage system perspectives.
3D NAND闪存技术已经取得了成功,实现了高密度、高性能和高可靠性的存储系统。随着技术的不断扩展,未来将面临巨大的挑战和机遇。SLC NAND技术在高性能系统中起着至关重要的作用。随着层的进一步堆叠而增加的块大小需要创新的解决方案来实现增强的系统性能和成本扩展。对于超越QLC的每单元位(BPC)扩展,降低系统级的总拥有成本(TCO)是关键。在本文中,我们从存储系统的角度回顾和讨论了3D NAND可靠性的挑战和机遇。
{"title":"Reliability of 3D NAND Flash for Future Storage Systems (Invited)","authors":"A. Goda, K. K. Muchherla, Peter Feeley","doi":"10.1109/IRPS48203.2023.10118280","DOIUrl":"https://doi.org/10.1109/IRPS48203.2023.10118280","url":null,"abstract":"The 3D NAND Flash technologies have been successful, having realized the high density, high performance and highly reliable storage systems. With the continuous technology scaling, significant challenges and opportunities are expected in the future. SLC NAND technology plays a critical role for the high performance systems. The increased block size with further layer stacking requires innovative solutions to realize enhanced system performance and cost scaling. For the bits per cell (BPC) scaling beyond QLC, the reduction of the total cost of ownership (TCO) at the system level is the key. In this paper, we review and discuss the challenges and opportunities of 3D NAND reliability from the storage system perspectives.","PeriodicalId":159030,"journal":{"name":"2023 IEEE International Reliability Physics Symposium (IRPS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131112800","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effect of Frequency on Reliability Of High-K MIM Capacitors 频率对高k MIM电容器可靠性的影响
Pub Date : 2023-03-01 DOI: 10.1109/IRPS48203.2023.10117790
X. Federspiel, A. Griffon, Marios Barlas, P. Lamontagne
Dielectric relaxation phenomena in High-K capacitors have been reported to induce transitory effects. We present here a TDDB analysis including DC and pulsed DC stress applied on HK capacitors. We evidence a significant effect of frequency on TDDB. Using a model based on dielectric polarization dynamics, we found a good agreement with TDDB evolution with frequency but also a consistent behavior in terms of voltage acceleration factor as well as activation energy.
高钾电容器中的介电弛豫现象已被报道引起短暂效应。我们在这里提出了一个TDDB分析,包括直流和脉冲直流应力施加在HK电容器。我们证明了频率对TDDB的显著影响。使用基于介电极化动力学的模型,我们发现TDDB随频率的变化规律很好地符合,并且在电压加速因子和活化能方面也具有一致的行为。
{"title":"Effect of Frequency on Reliability Of High-K MIM Capacitors","authors":"X. Federspiel, A. Griffon, Marios Barlas, P. Lamontagne","doi":"10.1109/IRPS48203.2023.10117790","DOIUrl":"https://doi.org/10.1109/IRPS48203.2023.10117790","url":null,"abstract":"Dielectric relaxation phenomena in High-K capacitors have been reported to induce transitory effects. We present here a TDDB analysis including DC and pulsed DC stress applied on HK capacitors. We evidence a significant effect of frequency on TDDB. Using a model based on dielectric polarization dynamics, we found a good agreement with TDDB evolution with frequency but also a consistent behavior in terms of voltage acceleration factor as well as activation energy.","PeriodicalId":159030,"journal":{"name":"2023 IEEE International Reliability Physics Symposium (IRPS)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128086690","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Full reliability characterization of three-terminal SOT-MTJ devices and corresponding arrays 三端SOT-MTJ器件及相应阵列的全可靠性表征
Pub Date : 2023-03-01 DOI: 10.1109/IRPS48203.2023.10117643
Xinyi Xu, Hongchao Zhang, Chuanpeng Jiang, Jinhao Li, Shi-Ji Lu, Yunpeng Li, H. Du, Xueying Zhang, Zhaohao Wang, K. Cao, Weisheng Zhao, Shuqin Lyu, Hao Xu, Bonian Jiang, Le Wang, Bowen Man, Cong Zhang, Dandan Li, Shuhui Li, Xiaofei Fan, Gefei Wang, Hong-xi Liu
We have systematically investigated the reliability performance of spin-orbit torque (SOT) magnetic random access memory (MRAM) devices, including electromigration (EM), stress migration (SM), endurance and data retention. The results show that the SOT-MRAM devices pass the EM requirement over 10 years lifetime under the operation condition, and pass the SM requirement over 1000 hours baking at 175°C. Moreover, high endurance close to 1014 cycles and robust data retention over 10 years storage time were demonstrated for the same SOT-MRAM devices. This full characterization fills the blank of SOT-MRAM reliability research and would contribute to the commercialization of the SOT-MRAM.
本文系统地研究了自旋轨道转矩(SOT)磁随机存取存储器(MRAM)器件的可靠性性能,包括电迁移(EM)、应力迁移(SM)、耐久性和数据保留。结果表明,SOT-MRAM器件在工作条件下通过了10年以上的电磁寿命要求,在175℃下烘烤1000小时以上通过了SM要求。此外,对于相同的SOT-MRAM器件,证明了接近1014个周期的高耐用性和超过10年存储时间的稳健数据保留。这一全面表征填补了SOT-MRAM可靠性研究的空白,并将有助于SOT-MRAM的商业化。
{"title":"Full reliability characterization of three-terminal SOT-MTJ devices and corresponding arrays","authors":"Xinyi Xu, Hongchao Zhang, Chuanpeng Jiang, Jinhao Li, Shi-Ji Lu, Yunpeng Li, H. Du, Xueying Zhang, Zhaohao Wang, K. Cao, Weisheng Zhao, Shuqin Lyu, Hao Xu, Bonian Jiang, Le Wang, Bowen Man, Cong Zhang, Dandan Li, Shuhui Li, Xiaofei Fan, Gefei Wang, Hong-xi Liu","doi":"10.1109/IRPS48203.2023.10117643","DOIUrl":"https://doi.org/10.1109/IRPS48203.2023.10117643","url":null,"abstract":"We have systematically investigated the reliability performance of spin-orbit torque (SOT) magnetic random access memory (MRAM) devices, including electromigration (EM), stress migration (SM), endurance and data retention. The results show that the SOT-MRAM devices pass the EM requirement over 10 years lifetime under the operation condition, and pass the SM requirement over 1000 hours baking at 175°C. Moreover, high endurance close to 1014 cycles and robust data retention over 10 years storage time were demonstrated for the same SOT-MRAM devices. This full characterization fills the blank of SOT-MRAM reliability research and would contribute to the commercialization of the SOT-MRAM.","PeriodicalId":159030,"journal":{"name":"2023 IEEE International Reliability Physics Symposium (IRPS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130583658","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Machine Learning Based V-ramp VBD Predictive Model Using OCD-measured Fab Parameters for Early Detection of MOL Reliability Risk 基于机器学习的V-ramp VBD预测模型,利用ocd测量晶圆厂参数早期检测MOL可靠性风险
Pub Date : 2023-03-01 DOI: 10.1109/IRPS48203.2023.10117962
Sungman Rhee, Hyunjin Kim, Sangku Park, T. Uemura, Yuchul Hwang, S. Choo, Jinju Kim, H. Rhee, Shin-Young Chung
In this paper, we propose for the first time a breakdown voltage $(mathrm{V}_{text{BD}})$ prediction method using structural parameters measured in-process for early detection of reliability risks in Middle-Of-Line (MOL). $boldsymbol{mathrm{V}_{text{BD}}}$ of the MOL is proportional to the distance of the Gate (PC) to Source/Drain-Contact (CA). Since PC to CA space can be calculated using MOL-related structural parameters at the early stage of the process, we created and validated models predicting V-ramp $boldsymbol{mathrm{V}_{text{BD}}}$ using five fab parameters measured in-process by optical critical dimension scatterometry (OCD). And we compared three modeling methods. The first is the geometrical calculation model (GCM), the second is multiple-linear-regression (MLR) method, and the last is the Multi-Layer Perceptions (MLP) model based on the machine learning (ML). We found the highest predictive consistency $boldsymbol{mathrm{R}^{2}0.6}$ in ML method, and it is expected to contribute to the early prediction of MOL V-ramp $mathrm{V}_{text{BD}}$ through additional consistency improvements.
本文首次提出了一种基于过程中测量的结构参数的击穿电压$( mathm {V}_{text{BD}})$预测方法,用于在线中线可靠性风险的早期检测。MOL的$boldsymbol{mathrm{V}_{text{BD}}}$与栅极(PC)到源漏接点(CA)的距离成正比。由于PC到CA空间可以在工艺的早期阶段使用mol相关的结构参数来计算,我们创建并验证了使用光学临界尺寸散射测量(OCD)在工艺中测量的五个晶圆厂参数来预测V-ramp $boldsymbol{mathrm{V}_{text{BD}}}$的模型。并比较了三种建模方法。首先是几何计算模型(GCM),其次是多元线性回归(MLR)方法,最后是基于机器学习(ML)的多层感知(MLP)模型。我们在ML方法中发现了最高的预测一致性$boldsymbol{mathrm{R}^{2}0.6}$,并期望通过进一步的一致性改进为MOL V-ramp $mathrm{V}_{text{BD}}$的早期预测做出贡献。
{"title":"Machine Learning Based V-ramp VBD Predictive Model Using OCD-measured Fab Parameters for Early Detection of MOL Reliability Risk","authors":"Sungman Rhee, Hyunjin Kim, Sangku Park, T. Uemura, Yuchul Hwang, S. Choo, Jinju Kim, H. Rhee, Shin-Young Chung","doi":"10.1109/IRPS48203.2023.10117962","DOIUrl":"https://doi.org/10.1109/IRPS48203.2023.10117962","url":null,"abstract":"In this paper, we propose for the first time a breakdown voltage $(mathrm{V}_{text{BD}})$ prediction method using structural parameters measured in-process for early detection of reliability risks in Middle-Of-Line (MOL). $boldsymbol{mathrm{V}_{text{BD}}}$ of the MOL is proportional to the distance of the Gate (PC) to Source/Drain-Contact (CA). Since PC to CA space can be calculated using MOL-related structural parameters at the early stage of the process, we created and validated models predicting V-ramp $boldsymbol{mathrm{V}_{text{BD}}}$ using five fab parameters measured in-process by optical critical dimension scatterometry (OCD). And we compared three modeling methods. The first is the geometrical calculation model (GCM), the second is multiple-linear-regression (MLR) method, and the last is the Multi-Layer Perceptions (MLP) model based on the machine learning (ML). We found the highest predictive consistency $boldsymbol{mathrm{R}^{2}0.6}$ in ML method, and it is expected to contribute to the early prediction of MOL V-ramp $mathrm{V}_{text{BD}}$ through additional consistency improvements.","PeriodicalId":159030,"journal":{"name":"2023 IEEE International Reliability Physics Symposium (IRPS)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116142274","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Thermomigration-induced void formation in Cu-interconnects - Assessment of main physical parameters 铜互连中热致空洞的形成。主要物理参数的评估
Pub Date : 2023-03-01 DOI: 10.1109/IRPS48203.2023.10117870
Y. Ding, O. Pedreira, M. Lofrano, H. Zahedmanesh, T. Chavez, Hosain Farr, I. Wolf, K. Croes
Using a dedicated test structure, the main physical parameters of void formation due to thermomigration (TM) were assessed. Based on physical and electrical void-analyses, we experimentally determined the time to void nucleation and estimated the heat of transport parameter $Q^{ast}= 0.21$ eV for Cu interconnects with CD~1µm, Our studies show that TM has a 6x higher contribution to metal flux compared to the initial stress migration (SM) induced by the coefficient of thermal expansion (CTE) mismatch.
利用专用的测试结构,对热迁移(TM)引起的空隙形成的主要物理参数进行了评估。基于物理和电学上的空洞分析,我们通过实验确定了含CD~1µm的铜互连的空洞成核时间,并估计了输移热参数Q^{ast}= 0.21$ eV。我们的研究表明,与热膨胀系数(CTE)失配引起的初始应力迁移(SM)相比,TM对金属通量的贡献高6倍。
{"title":"Thermomigration-induced void formation in Cu-interconnects - Assessment of main physical parameters","authors":"Y. Ding, O. Pedreira, M. Lofrano, H. Zahedmanesh, T. Chavez, Hosain Farr, I. Wolf, K. Croes","doi":"10.1109/IRPS48203.2023.10117870","DOIUrl":"https://doi.org/10.1109/IRPS48203.2023.10117870","url":null,"abstract":"Using a dedicated test structure, the main physical parameters of void formation due to thermomigration (TM) were assessed. Based on physical and electrical void-analyses, we experimentally determined the time to void nucleation and estimated the heat of transport parameter $Q^{ast}= 0.21$ eV for Cu interconnects with CD~1µm, Our studies show that TM has a 6x higher contribution to metal flux compared to the initial stress migration (SM) induced by the coefficient of thermal expansion (CTE) mismatch.","PeriodicalId":159030,"journal":{"name":"2023 IEEE International Reliability Physics Symposium (IRPS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125827797","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
OFF State Reliability Challenges of Monolayer WS2 FET Photodetector: Impact on the Dark and Photo-Illuminated State 单层WS2场效应晶体管光电探测器的关闭状态可靠性挑战:对暗态和光亮态的影响
Pub Date : 2023-03-01 DOI: 10.1109/IRPS48203.2023.10117978
Rupali Verma, Utpreksh Patbhaje, J. Kumar, A. Rai, M. Shrivastava
This work reports the hot-hole injection-originated instability in the electrical characteristics (or the photodetection performance) of a monolayer WS2 Field Effect Transistor (FET) photodetector. When a reverse bias (i.e., OFF-state bias or negative gate voltage) temporal stress with a lateral electric field is applied under visible light illumination, the photocurrent is found to vary with time by up to 1 to 2 orders of magnitude. Instability in the dark current is also observed post the stress under illumination, which is reflected in the variation in the transfer and the output characteristics of the FET. The observations impose severe limitations on the reverse-biased back-gated FET for sensitive photodetection applications using transparent single-layer WS2 as the photoactive material.
本研究报告了一种单层WS2场效应晶体管(FET)光电探测器的电特性(或光探测性能)的热孔注入引起的不稳定性。当在可见光照射下施加具有横向电场的反向偏置(即,关断状态偏置或负栅电压)时间应力时,发现光电流随时间变化可达1至2个数量级。在光照下施加应力后,也观察到暗电流中的不稳定性,这反映在FET的转移和输出特性的变化中。这些观察结果严重限制了使用透明单层WS2作为光活性材料的反向偏置背门控场效应管用于敏感光探测应用。
{"title":"OFF State Reliability Challenges of Monolayer WS2 FET Photodetector: Impact on the Dark and Photo-Illuminated State","authors":"Rupali Verma, Utpreksh Patbhaje, J. Kumar, A. Rai, M. Shrivastava","doi":"10.1109/IRPS48203.2023.10117978","DOIUrl":"https://doi.org/10.1109/IRPS48203.2023.10117978","url":null,"abstract":"This work reports the hot-hole injection-originated instability in the electrical characteristics (or the photodetection performance) of a monolayer WS2 Field Effect Transistor (FET) photodetector. When a reverse bias (i.e., OFF-state bias or negative gate voltage) temporal stress with a lateral electric field is applied under visible light illumination, the photocurrent is found to vary with time by up to 1 to 2 orders of magnitude. Instability in the dark current is also observed post the stress under illumination, which is reflected in the variation in the transfer and the output characteristics of the FET. The observations impose severe limitations on the reverse-biased back-gated FET for sensitive photodetection applications using transparent single-layer WS2 as the photoactive material.","PeriodicalId":159030,"journal":{"name":"2023 IEEE International Reliability Physics Symposium (IRPS)","volume":"85 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121867223","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
2023 IEEE International Reliability Physics Symposium (IRPS)
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1