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2018 IEEE Symposium on VLSI Technology最新文献

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Comprehensive Thermal SPICE Modeling of FinFETs and BEOL with Layout Flexibility Considering Frequency Dependent Thermal Time Constant, 3D Heat Flows, Boundary/Alloy Scattering, and Interfacial Thermal Resistance with Circuit Level Reliability Evaluation 考虑频率相关热时间常数、三维热流、边界/合金散射和界面热阻的布局柔性finfet和BEOL的综合热SPICE建模与电路级可靠性评估
Pub Date : 2018-06-01 DOI: 10.1109/VLSIT.2018.8510701
Jhih-Yang Yan, Chia-Che Chung, Sun-Rong Jan, H. H. Lin, W. K. Wan, M. Yang, C. Liu
Thermal SPICE modeling with distributed Rth-Cth network is proposed to provide more accurate AC self-heating (SH) results than two τc and one τc models. The thermal time constant of the hotspot (τhotspot) in FinFETs is frequency dependent, not a constant. The severe SH by boundary/alloy scattering and interfacial thermal resistance (ITR) is included in our SPICE. The modularized components of fins, metals, and IMDs provide device and routing flexibility, without additional FEM simulation. ITR of Si80Ge20/Si1-xGex is calculated by AMM model as the lower bound for SiGe FinFETs. The intrinsic electromigration (EM) improvement of Co interconnect (5X) is countervailed (5X→2.44X) by the increasing Tmetal due to the low thermal conductivity of Co. Different V2 placements on the power line of a ring oscillator (RO) are proposed to lower both the Tj (FinFET) and Tmetal. The predicted EM MTTF of Co interconnect with the additional heat dissipation by V2 insertion is ~5.65X of W/Cu interconnect.
为了提供比两个τc模型和一个τc模型更精确的交流自热(SH)结果,提出了基于分布式Rth-Cth网络的热SPICE模型。在finfet中热点(τhotspot)的热时间常数是频率相关的,而不是常数。我们的SPICE中包含了由边界/合金散射和界面热阻(ITR)引起的严重SH。翅片、金属和imd的模块化组件提供了设备和路由的灵活性,无需额外的FEM模拟。采用AMM模型计算Si80Ge20/Si1-xGex的ITR作为SiGe finfet的下界。由于Co的低导热性,Co互连(5X)的固有电迁移(EM)改善被增加的Tmetal抵消(5X→2.44X)。建议在环形振荡器(RO)的电源线上放置不同的V2以降低Tj (FinFET)和Tmetal。Co互连的emmttf预测值为W/Cu互连的5.65倍。
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引用次数: 3
VLSI Technology 2018 Preface VLSI Technology 2018前言
Pub Date : 2018-06-01 DOI: 10.1109/vlsit.2018.8510663
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引用次数: 0
Process Optimization of Perpendicular Magnetic Tunnel Junction Arrays for Last-Level Cache beyond 7 nm Node 7 nm以上节点末级高速缓存垂直磁隧道结阵列工艺优化
Pub Date : 2018-06-01 DOI: 10.1109/VLSIT.2018.8510642
L. Xue, C. Ching, A. Kontos, Jaesoo Ahn, Xiaodong Wang, R. Whig, H. Tseng, J. Howarth, S. Hassan, Hao Chen, M. Bangar, S. Liang, Rongjun Wang, M. Pakala
This paper demonstrates systematic process optimization of perpendicular magnetic tunnel junction (pMTJ) by hardware, unit-process, and material stack design. TMR of 200% at RA 5 Ohm•µm2, HSAF ~ 8 kOe, and 10-time tunability of Hc were achieved at the film level. After patterning, 10−6 write error rate was reached at 0.4 pJ, VBD was as high as 1600 mV at 20 ns pulse width, and excellent device stability against 400°C BEOL baking was demonstrated. The device performance along with the process capability to make MTJ array at 88 nm pitch provides opportunities for LLC applications.
本文从硬件设计、单元工艺设计和材料堆设计三个方面对垂直磁隧道结(pMTJ)工艺进行了系统优化。在RA为5 Ohm•µm2时,TMR为200%,HSAF为8 kOe,在薄膜水平上实现了Hc的10倍可调性。图案化后,在0.4 pJ时写入错误率达到10−6,在20 ns脉冲宽度下VBD高达1600 mV,并且在400°C BEOL烘烤下表现出优异的器件稳定性。器件性能以及88纳米间距MTJ阵列的工艺能力为LLC应用提供了机会。
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引用次数: 15
Revolutionizing Cancer Genomic Medicine by AI and Supercomputer with Big Data 利用人工智能和大数据超级计算机革新癌症基因组医学
Pub Date : 2018-06-01 DOI: 10.1109/VLSIT.2018.8510699
S. Miyano
We are running a cancer clinical sequence system based on whole genome/exome, RNA sequence and epigenome as research. When focused on hematology/oncology, it takes currently four days for a patient from signing informed consent (IC) to diagnosis. This process consists of IC, specimen collection, next-generation sequencer analysis, data analysis, interpretation/translation of mutations, determining the diagnosis combined with all pathological/clinical data and returning the result to the patient. Therapies are not only drugs but also hematopoietic stem cell transplantation. A pipeline Genomon for analyzing cancer genomes and RNA sequences by next-generation sequencers plays one of the key roles. It is running on the supercomputer system at Human Genome Center. The bottleneck of interpretation/translation was drastically resolved by employing IBM Watson for Genomics in harmony with our in-house human curation pipeline. We report how our system works as a conglomerate of oncologists, cancer biologists, bioinformatics experts augmented with Watson and Genomon.
我们正在运行一个基于全基因组/外显子组、RNA序列和表观基因组的癌症临床序列系统作为研究。在血液学/肿瘤学方面,目前患者从签署知情同意(IC)到诊断需要4天时间。该过程包括IC,标本收集,下一代测序仪分析,数据分析,突变解释/翻译,结合所有病理/临床数据确定诊断并将结果返回给患者。治疗方法不仅是药物,还包括造血干细胞移植。通过下一代测序仪分析癌症基因组和RNA序列的Genomon流水线发挥了关键作用之一。它在人类基因组中心的超级计算机系统上运行。通过采用IBM Watson for Genomics与我们内部的人工管理管道相协调,口译/翻译的瓶颈得到了彻底解决。我们报告我们的系统是如何工作的,作为一个由肿瘤学家、癌症生物学家、生物信息学专家组成的集团,辅以沃森和Genomon。
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引用次数: 2
First demonstration of vertically-stacked Gate-All-Around highly-strained Germanium nanowire p-FETs 垂直堆叠栅极全方位高应变锗纳米线p- fet的首次演示
Pub Date : 2018-06-01 DOI: 10.1109/VLSIT.2018.8510645
E. Capogreco, L. Witters, H. Arimura, F. Sebaai, C. Porret, A. Hikavyy, R. Loo, A. Milenin, G. Eneman, P. Favia, H. Bender, K. Wostyn, E. Litta, A. Schulze, C. Vrancken, A. Opdebeeck, J. Mitard, R. Langer, F. Holsteyns, N. Waldron, K. Barla, V. De Heyn, D. Mocuta, N. Collaert
This paper reports on strained p-type Ge Gate-All-Around (GAA) devices on 300mm SiGe Strain-Relaxed-Buffers (SRB) with improved performance as compared to our previous work. The Q factor is increased to 25, Ion=500μA/μm at Ioff=100nA/μm is achieved, approaching the best published results on Ge finFETs. Good NBTI reliability is also maintained. By using the process flow developed for the single nanowire (NW), vertically stacked strained Ge NWs featuring 8nm channel diameter are demonstrated for the first time. A systematic analysis of the strain evolution is conducted on both single and double Ge NWs, demonstrating for the first time 1.7GPa uniaxial-stress along the Ge wire, which originates from the lattice mismatch between the Ge S/D and the Si0.3Ge0.7 SRB.
本文报道了在300mm SiGe应变松弛缓冲器(SRB)上的应变p型Ge栅极全能(GAA)器件,与我们以前的工作相比,性能有所提高。将Q因子提高到25,在Ioff=100nA/μm时达到了离子=500μA/μm,接近已发表的Ge finfet的最佳结果。还保持了良好的NBTI可靠性。利用开发的单纳米线(NW)工艺流程,首次展示了通道直径为8nm的垂直堆叠应变锗纳米线。对单、双Ge NWs的应变演化进行了系统的分析,首次证明了沿Ge线存在1.7GPa的单轴应力,该应力来源于Ge S/D与Si0.3Ge0.7 SRB之间的晶格失配。
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引用次数: 11
Power-performance Trade-offs for Lateral NanoSheets on Ultra-Scaled Standard Cells 超尺度标准电池上横向纳米片的功率性能权衡
Pub Date : 2018-06-01 DOI: 10.1109/VLSIT.2018.8510633
M. Bardon, Y. Sherazi, D. Jang, D. Yakimets, P. Schuddinck, R. Baert, H. Mertens, L. Mattii, B. Parvais, A. Mocuta, D. Verkest
In this paper, the performance of standard cells scaled down to 4.5 metal tracks based on Lateral NanoSheets is investigated for 3nm technology node targets using relevant logic benchmarks and power-aware metrics. The cell layout and parasitics in 4.5T cells set strong constraints on the NanoSheets geometry. The optimized NanoSheets could still outperform FinFETs by 9 to 20% frequency depending on circuit context, reaching 3nm node targets. An extra 21% performance improvement is expected with device level boosters enablement.
本文利用相关的逻辑基准和功耗感知指标,研究了基于横向纳米片的标准电池在3nm技术节点目标上缩小到4.5个金属道的性能。4.5T细胞的细胞布局和寄生性对纳米片的几何形状有很强的限制。优化后的纳米片仍然可以比finfet高出9到20%的频率,具体取决于电路环境,达到3nm节点目标。通过启用设备级助推器,预计性能将提高21%。
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引用次数: 26
Electromigration Effects in Power Grids Characterized Using an On-Chip Test Structure with Poly Heaters and Voltage Tapping Points 用带有聚加热器和电压分接点的片上测试结构表征电网中的电迁移效应
Pub Date : 2018-06-01 DOI: 10.1109/VLSIT.2018.8510638
Chen Zhou, R. Wong, S. Wen, C. Kim
A 65nm test chip to study electromigration (EM) effects in power grids was taped-out and tested. A 9×9 grid was implemented using M3 and M4 metal layers which was stressed under constant current and constant voltage modes. On-chip poly heaters were employed to raise the die temperature to 350°C without damaging the chip package. A bank of transmission gates based on IO transistors were used to tap out the M3 and M4 voltages at each intersection point of the power grid. Using the test structure, we could observe for the first time, subtle behaviors of EM such as mechanical stress dependent failure locations and self-healing due to redundant current paths.
研制了一种用于研究电网电迁移效应的65nm测试芯片,并进行了测试。9×9网格采用M3和M4金属层,在恒流和恒压模式下受力。采用片上多聚加热器将芯片温度提高到350°C而不损坏芯片封装。采用一组基于IO晶体管的传输门,在电网的每个交点抽射出M3和M4电压。利用该测试结构,我们首次观察到EM的细微行为,如机械应力相关的失效位置和冗余电流路径导致的自修复。
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引用次数: 5
3D sequential stacked planar devices on 300 mm wafers featuring replacement metal gate junction-less top devices processed at 525°C with improved reliability 在300毫米晶圆上的3D顺序堆叠平面器件,具有在525°C下加工的替代金属栅无结顶部器件,提高了可靠性
Pub Date : 2018-06-01 DOI: 10.1109/VLSIT.2018.8510705
A. Vandooren, J. Franco, B. Parvais, Z. Wu, L. Witters, A. Walke, W. Li, L. Peng, V. Desphande, F. M. Bufler, N. Rassoul, G. Hellings, G. Jamieson, F. Inoue, G. Verbinnen, K. Devriendt, L. Teugels, N. Heylen, E. Vecchio, T. Zheng, E. Rosseel, W. Vanherle, A. Hikavyy, B. Chan, R. Ritzenthaler, G. Besnard, W. Schwarzenbach, G. Gaudin, I. Radu, B. Nguyen, N. Waldron, V. D. Heyn, D. Mocuta, N. Collaert
3D sequential integration requires top MOSFETs processed at low thermal budget, which can impair the device reliability. In this work, top junction-less device are fabricated with a maximum processing temperature of 525°C. The devices feature high k /metal replacement gate and low temperature Si:P and SiGe:B 60% raised SD for NMOS and PMOS respectively. Device matching, analog and RF performance of the top tier devices are in-line with state-of-the-art Si technology processed at high temperature (>1000°C). The top Si layer is transferred on CMOS planar bulk wafers with W metal-1 interconnects, using a SiCN to SiCN direct wafer bonding.
3D顺序集成需要在低热预算下处理顶级mosfet,这可能会损害器件的可靠性。在本工作中,制作了无顶结器件,最高加工温度为525℃。该器件具有高k /金属替换栅极和低温Si:P和SiGe:B,分别为NMOS和PMOS提高了60%的SD。顶级器件的器件匹配、模拟和射频性能符合在高温(>1000°C)下处理的最先进的Si技术。采用SiCN到SiCN的直接晶圆键合,将顶部Si层转移到具有W金属-1互连的CMOS平面块状晶圆上。
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引用次数: 16
Self-organized gate stack of Ge nanosphere/SiO2/Si1-xGex enables Ge-based monolithically-integrated electronics and photonics on Si platform Ge纳米球/SiO2/Si1-xGex的自组织栅极堆栈使基于Ge的单片集成电子和光子学在Si平台上实现
Pub Date : 2018-01-01 DOI: 10.1109/VLSIT.2018.8510695
P. Liao, M. Kuo, C. Tien, Y. -. Chang, P. Hong, T. George, H. Lin, P. W. Li
We report the first-of-its-kind, self-organized gate stack of Ge nanosphere (NP) gate/SiO2/Si1-xGex channel fabricated in a single oxidation step. Process-controlled tunability of the Ge NP size (5–90nm), SiO2 thickness (2–4nm), and Ge content (x = 0.65–0.85) and strain engineering (εcomp = 1–3%) of the Si1-xGex are achieved. We demonstrated Ge junctionless (JL) n-FETs and photoMOSFETs (PTs) as amplifier and photodetector, respectively, for Ge receivers. LG of 75nm JL n-FETs feature ION/IOFF > 5×108, ION > 500µA/µm at VDS = 1V, T= 80K. Ge-PTs exhibit superior photoresponsivity >1,000A/W and current gain linearity ranging from nW–mW for 850nm illumination. Size-tunable photo-luminescence (PL) of 300–1600nm (NUV-NIR) are observed on 5–100nm Ge NPs. Our gate stack of Ge NP/SiO2/Si1-xGex enables a practically achievable building block for monolithically-integrated Ge electronic and photonic ICs (EPICs) on Si.
我们首次报道了单步氧化制备的Ge纳米球(NP)栅极/SiO2/Si1-xGex通道的自组织栅极堆栈。实现了Si1-xGex的Ge NP尺寸(5-90nm)、SiO2厚度(2-4nm)、Ge含量(x = 0.65-0.85)和应变工程(εcomp = 1-3%)的工艺可控可调性。我们展示了无Ge结(JL) n- fet和photomosfet (PTs)分别作为Ge接收器的放大器和光电探测器。75nm JL n- fet在VDS = 1V, T= 80K时,ION/IOFF > 5×108, ION > 500µA/µm。Ge-PTs表现出优异的光响应性>1,000A/W,在850nm照明下,电流增益线性范围为nW-mW。在5-100nm的Ge NPs上观察到300-1600nm的可调谐光致发光(NUV-NIR)。我们的Ge NP/SiO2/Si1-xGex栅极堆栈为硅上单片集成Ge电子和光子集成电路(EPICs)提供了一个切实可行的构建模块。
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引用次数: 8
期刊
2018 IEEE Symposium on VLSI Technology
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