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2020 China Semiconductor Technology International Conference (CSTIC)最新文献

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Effect of Potassium Salts on the Chemical Mechanical Polishing Efficiency of Sapphire Substrate 钾盐对蓝宝石衬底化学机械抛光效率的影响
Pub Date : 2020-06-26 DOI: 10.1109/CSTIC49141.2020.9282406
Yanan Lu, X. Niu, Yaqi Cui, Xin Zhao, Zhaoqing Huo, Chenghui Yang
Sapphire substrate is the most commonly used material in semiconductor industry for GaN-based light emitting diodes (LEDs). Chemical mechanical polishing (CMP) is one of the most effective methods to achieve atomic-scale smooth surface. The effect of potassium salts on the CMP removal rate and surface roughness of sapphire substrate was investigated. In this paper, KNO3, KCl and K2S2O8 were used as an additive in sapphire slurry, respectively. From the result, it is found potassium salts can significantly improve the removal rate of sapphire substrate. Meanwhile, K2S2O8 is slightly better than the other two in the same condition. Furthermore, the removal mechanism of potassium salts for sapphire CMP was analyzed briefly.
蓝宝石衬底是半导体工业中最常用的gan基发光二极管(led)材料。化学机械抛光(CMP)是实现原子尺度表面光滑的最有效方法之一。研究了钾盐对蓝宝石衬底CMP去除率和表面粗糙度的影响。本文分别将KNO3、KCl和K2S2O8作为蓝宝石浆料的添加剂。结果表明,钾盐能显著提高蓝宝石衬底的去除率。同时,在相同条件下,K2S2O8略好于其他两种。并对蓝宝石CMP中钾盐的去除机理进行了简要分析。
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引用次数: 0
New Precision Jitter Measurement Solution on TMU -- Challenge on PRBS Reconstruction TMU精密抖动测量新方案——对PRBS重构的挑战
Pub Date : 2020-06-26 DOI: 10.1109/CSTIC49141.2020.9282485
Kai Zhou, Tianyu Zhang, Xurong Cao, Yanyan Chang
Jitter Measurement is an important part of High Speed test. With customer's test requirement rapidly growing, result only include RJ and DJ is not acceptable. The solution of test specific kinds of jitter (such as DDJ, DCD, ISI...) to verify the IC transform performance is strongly demanded by customers. So far, the industry of existing jitter measurement method include strobe method and Time-stamp method on TMU. However, the limitations are either complex or just measure several types of jitter. An industry leading solution of high accuracy jitter measurement by TMU directly sampling with new PRBS pattern reconstruction method is proposed in this paper. All types of jitter can be skillfully tested with the condition of no cost increase.
抖动测量是高速测试的重要组成部分。随着客户测试需求的快速增长,只包含RJ和DJ的结果是不可接受的。客户对测试特定类型的抖动(如DDJ, DCD, ISI等)以验证IC变换性能的解决方案提出了强烈的要求。目前,业界现有的抖动测量方法主要有频闪法和时间戳法。然而,这些限制要么很复杂,要么只能测量几种类型的抖动。本文提出了一种业界领先的基于PRBS模式重构方法的TMU直接采样高精度抖动测量方案。在不增加成本的情况下,可以熟练地测试各种抖动。
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引用次数: 0
A Study of Image Contrast, Stochastic Defectivity, and Optical Proximity Effect in EUV Photolithographic Process Under Typical 5 nm Logic Design Rules 典型5nm逻辑设计规则下EUV光刻工艺的图像对比度、随机缺陷和光学邻近效应研究
Pub Date : 2020-06-26 DOI: 10.1109/CSTIC49141.2020.9282499
Qiang Wu, Yanli Li, Yushu Yang, Shoumian Chen
The introduction of Extremely Ultra-Violet (EUV) lithography in the photolithographic process can simplify process flow at 7 nm or more advanced technology nodes, which includes good linewidth and overlay budget control and reduction of hard mask layers. In a typical 5 nm logic process, the Contact-Poly Pitch (CPP) is 44–50 nm, the Minimum Metal Pitch (MPP) is 30–32 nm. And the overlay budget is estimated to be 2.5 nm (On Product Overlay, OPO). We have studied the process window of the 5 nm lithographic process with a self-developed RCWA algorithm based EUV simulation program and will present our results on process window and defectivity.
在光刻工艺中引入极紫外(EUV)光刻技术可以简化7纳米或更先进的技术节点的工艺流程,其中包括良好的线宽和覆盖预算控制以及减少硬掩模层。在典型的5nm逻辑工艺中,接触-聚节距(CPP)为44 - 50nm,最小金属节距(MPP)为30 - 32nm。覆盖预算估计为2.5 nm (On Product overlay, OPO)。我们利用自主开发的基于RCWA算法的EUV仿真程序对5nm光刻工艺的工艺窗口进行了研究,并将给出工艺窗口和缺陷的研究结果。
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引用次数: 4
AI Computational Lithography 人工智能计算光刻
Pub Date : 2020-06-26 DOI: 10.1109/CSTIC49141.2020.9282529
X. Shi, Yuhang Zhao, Shoumian Chen, Chen Li
Machine learning based computational lithography is intended to accelerate the speed of the solutions significantly. There are three critical aspects of AI computational lithography: (1). The feature vector design, (2). The approximate mapping function construction, (3). The model training scheme. Approximate mapping function construction can be realized using forward neural network architecture in theory, model training is an art with the help of mathematical understanding, while feature vector design must achieve optimal resolution, sufficiency and efficiency simultaneously. To pave the way of successful AI computational lithography implementation, we have designed physics based optimal feature vector for AI computational lithography. By combining this feature vector design method with deep neural network architecture, a universal machine learning based computational lithography framework can be established.
基于机器学习的计算光刻旨在显著加快解决方案的速度。人工智能计算光刻有三个关键方面:(1)特征向量设计,(2)近似映射函数构建,(3)模型训练方案。近似映射函数的构建在理论上可以利用前向神经网络架构实现,模型训练是借助于数学理解的一门艺术,而特征向量设计必须同时达到最优分辨率、最优充分性和最优效率。为了为人工智能光刻的成功实现铺平道路,我们设计了基于物理的人工智能光刻最优特征向量。将这种特征向量设计方法与深度神经网络体系结构相结合,可以建立一个通用的基于机器学习的计算光刻框架。
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引用次数: 1
Statistical Wear-Leveling for Phase Change Memory 相变存储器的统计磨损均衡
Pub Date : 2020-06-26 DOI: 10.1109/CSTIC49141.2020.9282394
Chien Wang, Chengyu Xu
Wear leveling techniques have been successfully used in increasing the useful life of NAND flash devices. Although Phase-change Memory's endurance is much higher than NAND, and can reach up to a range from 106 to 109, it still lacks the endurance needed for use as system main memory such as DRAM, which has nearly ~1014 rewrite endurance. In this paper, we propose and have developed a novel statistical and hierarchical wear-leveling technique to be used in a 4Gb DRAM-like PCM chip. The technique uses real-time memory address statistics to compute the physical-to-device address mapping using an embedded CPU. The CPU automatically adjust for different system workloads based on current address statistics. Results from system simulations shows the techniques to be effective in our tile-based memory architecture while requiring relatively low computational overhead.
损耗流平技术已成功地用于提高NAND闪存器件的使用寿命。虽然相变存储器的续写时间远高于NAND,可以达到106到109的范围,但它仍然缺乏作为系统主存储器所需的续写时间,如DRAM,它的续写时间接近~1014。在本文中,我们提出并开发了一种新的统计和分层磨损均衡技术,用于4Gb类dram的PCM芯片。该技术使用实时内存地址统计数据来计算使用嵌入式CPU的物理到设备地址映射。CPU根据当前地址统计信息,根据系统的不同工作负载进行自动调整。系统模拟的结果表明,这些技术在我们的基于磁片的内存架构中是有效的,同时需要相对较低的计算开销。
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引用次数: 0
Application of a Bevel Etch Process for Improving Particle Performance in CMOS Image Sensor Manufacture 斜面蚀刻工艺在CMOS图像传感器制造中的应用
Pub Date : 2020-06-26 DOI: 10.1109/CSTIC49141.2020.9282503
Yiling Sun, Jihong Zhang, Yu Jiang, F. Qiao, Keqiang He, Zhigang Zhang, K. Huang, Yushan
Due to the continuing improvements of CMOS image sensor (CIS) technology, the back side-illumination (BSI) structure was involved to overcome optical characteristics deterioration in smaller pixels. In BSI structure, bonding loop is necessary to adhere two wafers. However, multiple dielectric and metal layer on the bevel of the device wafer possibly to be the source of defect as it is so loose that peeling particles will fall on the wafer after trimming step and bubble defect will formed at last. The main objective of the work is to improve peeling particle performance. After insertion of bevel etch, the number of peeling particles was reduced to less than 5ea compared with more than 300ea without bevel etch. Ultimately, no more bubble defect was found due to peeling particles clear off. What's more, we also discuss the mechanism of peeling particles and bubble defect forming. And the roles of different components of the gas mixtures in the bevel etch process.
由于CMOS图像传感器(CIS)技术的不断改进,背面照明(BSI)结构被用于克服较小像素的光学特性恶化。在BSI结构中,粘接回路是连接两个晶圆的必要条件。然而,器件晶圆斜角上的多个介电层和金属层过于松散,经过修整步骤后会有剥离颗粒落在晶圆上,最终形成气泡缺陷,可能是缺陷的来源。本工作的主要目的是提高剥离颗粒的性能。插入斜面蚀刻后,剥离颗粒的数量减少到小于5ea,而未插入斜面蚀刻后剥离颗粒的数量超过300ea。最终,由于剥离颗粒被清除,没有再发现气泡缺陷。并对颗粒剥落和气泡缺陷形成的机理进行了讨论。并探讨了不同成分的气体混合物在斜角腐蚀过程中的作用。
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引用次数: 0
Deep Power Down Leakage Study Caused by Poly L-sbape Pattern 聚l形图引起的深度断电泄漏研究
Pub Date : 2020-06-26 DOI: 10.1109/CSTIC49141.2020.9282454
Chong Huang, M. Zhang, Fangce Sun, Steam Cao, Guanghua Yang, Susanna Zheng
Deep power down leakage is a very key requirement for IC chip, especially for the MCU chips with battery power supply. In this paper, we studied the deep power down mode chip leakage caused pocket shadowing effect due to poly L-shape layout. And we tried to optimize the layout and process to reduce the leakage.
深度掉电漏电是集成电路芯片,特别是电池供电的单片机芯片的一个非常关键的要求。本文研究了深功耗模式下由于多l型布局而引起的口袋阴影效应。我们尝试优化布局和流程以减少泄漏。
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引用次数: 0
Study on the Properties of Silica Colloid Prepared by Different Processes in Silicon Wafer CMP 硅片CMP中不同工艺制备二氧化硅胶体的性能研究
Pub Date : 2020-06-26 DOI: 10.1109/CSTIC49141.2020.9282482
Weiwei Li, Zhilin Zhao, Zhen Liang, Yunqian Sun
The properties of nano-silica colloid prepared by different processes in silicon wafer chemical mechanical polishing (CMP) were studied. The different principles of preparing nano-silica colloid by ion exchange, silica hydrolysis and hydrolytic of TEOS were analyzed respectively. The differences in structure, dispersion, density, and surface morphology were compared. Under the same CMP process parameters, silica colloids prepared by three different processes were used for polishing experiments. The results demonstrate that the hydrolysis of TEOS silica colloid is not suitable for CMP due to the network structure, which made the silica colloid as abrasive can not imply sufficient mechanical friction. The colloidal particles prepared by silica hydrolysis are denser, more uniform, with better dispersion and rough surface. The polishing rate of it is higher than that of ion exchange silica in a certain particle size range, and as the diameter increases, the growth increases.
研究了硅片化学机械抛光(CMP)中不同工艺制备的纳米二氧化硅胶体的性能。分别分析了离子交换法、二氧化硅水解法和TEOS水解法制备纳米二氧化硅胶体的不同原理。比较了结构、分散、密度和表面形貌的差异。在相同的CMP工艺参数下,采用三种不同工艺制备的二氧化硅胶体进行抛光实验。结果表明,TEOS二氧化硅胶体由于其网状结构,不适合用于CMP的水解,这使得二氧化硅胶体作为磨料不能产生足够的机械摩擦。二氧化硅水解制备的胶体颗粒更致密、更均匀、分散性好、表面粗糙。在一定粒径范围内,其抛光速率高于离子交换二氧化硅,且随着粒径的增大,其生长速率增大。
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引用次数: 0
Well CD Control and Vertical Profile BARC Etch Development and Related Theory Research 井内CD控制及垂直剖面BARC刻蚀技术开发及相关理论研究
Pub Date : 2020-06-26 DOI: 10.1109/CSTIC49141.2020.9282531
Jiang Linpeng, Zhuma YiZheng, Lu Lian, Li Quanbo, Huang Jun, Zhang Yu
The BARC as a lower cost structure material is widely used in IC manufacture. For I4nm technology node, it is used to determined ion implantation area. However, the ideal BRAC profile is hard to achieve since its soft material characteristic. This deeply restricts its application. In our study, the idealized vertical BARC profile is obtained by variety of BARC profile learning on ICP etcher, with the physical structure evaluated by SEM. In addition, the analysis of radicals and ions processing on the BARC etching and related profile shaped mechanism is proposed. The result induced PR profile plays very important roles in BARC profile develop.
BARC作为一种成本较低的结构材料在集成电路制造中得到了广泛的应用。对于I4nm技术节点,用于确定离子注入面积。然而,由于BRAC材料的柔软性,理想的BRAC型材很难实现。这严重制约了它的应用。在我们的研究中,通过在ICP蚀刻机上进行各种BARC剖面学习获得了理想的BARC垂直剖面,并用扫描电镜对其物理结构进行了评价。此外,还分析了自由基和离子处理对BARC蚀刻的影响,并提出了相关的轮廓形成机理。结果诱导的PR剖面在BARC剖面发育中起着重要作用。
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引用次数: 0
Impact of Bevel Condition on STI CMP Scratch 斜面状态对STI CMP划伤的影响
Pub Date : 2020-06-26 DOI: 10.1109/CSTIC49141.2020.9282450
Y. Meng, Lei Zhang, Yibin Li, Wei Zhang, Haifeng Zhou, J. Fang
Shallow trench isolation chemical mechanical polishing (STI CMP) technology has been widely applied in the fabrication of ultra large scale integrated (ULSI). In STI CMP, the defect, topography control, thickness uniformity and so on are all so critical, especially, scratch defect is the major problem. Pad, disk, agglomerated slurry particles and incoming particles are the main sources of the tiny scratch. In this paper, we conducted a detailed study on the influence of one-step AA pull back process on the bevel region of wafer, which led to the introduction of incoming particles and ultimately led to the increase of STI CMP scratch. It was find that by adding a brush bevel process before STI CMP can reduce the scratch by 66%.
浅沟隔离化学机械抛光技术在超大规模集成电路(ULSI)制造中得到了广泛的应用。在STI CMP中,缺陷、形貌控制、厚度均匀性等都是至关重要的,特别是划伤缺陷是主要问题。垫料、盘料、结块料浆颗粒和入料颗粒是微小划痕的主要来源。在本文中,我们详细研究了一步AA回拉过程对晶圆斜角区的影响,该过程导致了入射颗粒的引入,最终导致了STI CMP划痕的增加。结果表明,在STI CMP前增加一个刷坡面处理,可使刮痕减少66%。
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引用次数: 3
期刊
2020 China Semiconductor Technology International Conference (CSTIC)
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