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Minimizing filling time for ultraviolet nanoimprint lithography with templates with multiple structures 减少多结构模板的紫外纳米压印印刷的填充时间
Yang H. Ban, R. Bonnecaze
Optimizing the locations and sizes of droplets is the key to reducing defects and increasing throughput of ultraviolet nanoimprint lithography. In practice the templates are composed of regions with different structures. The interface between structures will generate complicated fluid flow behavior that will slow the filling time. Here, we explore several strategies through simulations to distribute resist material according to a nonuniform pattern to reduce filling time and ultimately increase throughput. In order to mimic the complexity of a template, the interface between different pairs of template structures is considered and the spreading and merging of droplets are simulated. From these simulations, it is found that the volume and arrangement of droplets underneath strongly affect the imprint time. By distributing the correct amount of resist underneath the template, one can remove the unnecessary fluid transferring step in droplet spreading and reduce the total filling time. Furthermore, by optimally placing the resist droplets, one can delay merging events and accelerate the spreading speed. Finally, the advantage of hexagonal arrangements is explored.
优化液滴的位置和尺寸是减少缺陷和提高紫外纳米压印工艺吞吐量的关键。在实践中,模板由不同结构的区域组成。结构之间的界面会产生复杂的流体流动行为,从而减慢填充时间。在这里,我们通过模拟探索了几种策略,以根据非均匀模式分配抗蚀剂材料,以减少填充时间,最终提高吞吐量。为了模拟模板的复杂性,考虑了不同对模板结构之间的界面,并模拟了液滴的扩散和合并过程。从这些模拟中发现,液滴的体积和排列对压印时间有很大的影响。通过在模板下方分布适量的抗蚀剂,可以消除液滴扩散过程中不必要的流体传递步骤,减少总填充时间。此外,通过最佳放置抗蚀剂液滴,可以延迟合并事件并加快扩散速度。最后,探讨了六边形排列的优点。
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引用次数: 2
Design optimization of sub-5 nm node nanosheet field effect transistors to minimize self-heating effects 亚5纳米节点纳米片场效应晶体管的优化设计,以减少自热效应
F. Ding, H. Wong, T. Liu
In this work, self-heating effects (SHE) in nanometer-scale metal-oxide-semiconductor field-effect transistor structures—namely, FinFETs (FFs), nanosheet gate-all-around FETs (NSFs), and nanowire gate-all-around FETs (GAAFs)—are investigated via three-dimensional device electrothermal simulations using technology computer-aided design software tools. Initially, transistor design parameter values are set so that their on-state currents are similar for the same operating voltage (VDD). It is found that NSFs and GAAFs are more susceptible to SHE and that p-channel transistors have higher peak internal temperatures than do their n-channel counterparts due to the poor thermal conductivity of the silicon-germanium used as the p-type source/drain material. Subsequently, the on-state currents of FFs, NSFs, and GAAFs are compared under the constraint of identical peak internal temperature, which is required to ensure long-term reliability, revealing that NSFs and GAAFs offer no performance advantage over FFs under this constraint. Design optimization of p-channel NSFs for minimal SHE is subsequently investigated. It is found that with such optimization, NSFs operating at lower VDD (for similar SHE) can achieve similar on-state current as FFs.
在这项工作中,利用计算机辅助设计软件工具,通过三维器件电热模拟研究了纳米尺度金属氧化物半导体场效应晶体管结构(即finfet (FFs),纳米片栅极全能fet (nsf)和纳米线栅极全能fet (GAAFs))中的自热效应(SHE)。最初,晶体管的设计参数值被设置为在相同的工作电压(VDD)下,它们的导通状态电流相似。研究发现,nsf和gaaf更容易受到SHE的影响,并且由于用作p型源/漏材料的硅锗的导热性差,p沟道晶体管的峰值内部温度高于n沟道晶体管。随后,在确保长期可靠性所需的相同峰值内部温度约束下,比较了ff、nsf和gaaf的导通状态电流,发现在此约束下,nsf和gaaf没有比FFs更优的性能。研究了最小SHE条件下p通道nsf的优化设计。研究发现,通过这样的优化,在较低的VDD下工作的nsf(对于相似的SHE)可以获得与ff相似的导通电流。
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引用次数: 3
Neuromorphic computing: From devices to integrated circuits 神经形态计算:从设备到集成电路
V. Saxena
A variety of nonvolatile memory (NVM) devices including the resistive Random Access Memory (RRAM) are currently being investigated for implementing energy-efficient hardware for deep learning and artificial intelligence at the edge. RRAM devices are employed in the form of dense crosspoint or crossbar arrays. In order to exploit the high-density and low-power operation of these devices, circuit designers need to accommodate their nonideal behavior and consider their impact on circuit design and algorithm performance. Hybrid integration of RRAMs with standard CMOS technology is spurring the development of large-scale neuromorphic system-on-a-chip. This review article provides an overview of neuromorphic integrated circuits (ICs) using hybrid CMOS-RRAM integration with an emphasis on spiking neural networks (SNNs), device nonidealities, their associated circuit design challenges, and potential strategies for their mitigation. An overview of various SNN learning algorithms and their codevelopment with devices and circuits is discussed. Finally, a comparison of NVM-based fully integrated neuromorphic ICs is presented along with a discussion on their future evolution.
包括电阻式随机存取存储器(RRAM)在内的各种非易失性存储器(NVM)设备目前正在研究中,以实现用于边缘深度学习和人工智能的节能硬件。RRAM器件以密集的交叉点或交叉条阵列的形式使用。为了开发这些器件的高密度和低功耗操作,电路设计者需要适应它们的非理想行为,并考虑它们对电路设计和算法性能的影响。rram与标准CMOS技术的混合集成促进了大规模神经形态片上系统的发展。这篇综述文章概述了使用混合CMOS-RRAM集成的神经形态集成电路(ic),重点是尖峰神经网络(snn)、器件非理想性、相关电路设计挑战以及缓解这些问题的潜在策略。概述了各种SNN学习算法及其与器件和电路的共同发展。最后,对基于nvm的全集成神经形态集成电路进行了比较,并讨论了它们的未来发展。
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引用次数: 10
Novel physics-based tool-prototype for electromigration assessment in commercial-grade power delivery networks 新型基于物理的商业级输电网络电迁移评估工具原型
Sofya Torosyan, A. Kteyan, V. Sukharev, J. Choy, F. Najm
A recently developed novel methodology for electromigration (EM) failure assessment in power/ground grids of integrated circuits is employed in the electronic design automation tool prototype. The tool performs the analysis of stress evolution in interconnect trees for detecting EM-induced voiding locations and tracks resistance increase in the voided wires based on a physics-based model of voiding kinetics. Increased resistances of the branches of power/ground networks lead to a voltage drop increase in grid nodes. The instance in time when a designer-specified voltage-drop threshold is reached defines the EM-induced time-to-failure. Monte-Carlo simulation, performed around the core engine that simulates the stress over time using randomly generated atomic diffusivities and critical stress values, leads to the mean-time-to-failure of the grid, along with voiding probabilities of the interconnect branches.
电子设计自动化工具原型采用了一种最新开发的集成电路电源/接地网电迁移(EM)故障评估新方法。该工具可以分析互连树中的应力演变,以检测电磁诱发的空化位置,并基于空化动力学的物理模型跟踪空化导线中的电阻增加。电源/地网络分支电阻的增加导致电网节点电压降的增加。达到设计人员指定的电压降阈值的时间实例定义了电磁诱发的故障时间。蒙特卡罗模拟是围绕核心引擎进行的,该核心引擎使用随机生成的原子扩散率和临界应力值来模拟应力随时间的变化,从而导致电网的平均故障时间,以及互连分支的失效概率。
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引用次数: 7
Opportunities for ionic liquid/ionogel gating of emerging transistor architectures 新兴晶体管结构中离子液体/离子凝胶门控的机遇
Rachel Owyeung, S. Sonkusale, M. Panzer
Ionic liquid/ionogel gate dielectrics can provide significant advantages for transistor architectures that utilize high surface area semiconductors and/or nonplanar substrates because of their cleanroom-free, liquid-based processability and their inherently large electrostatic double layer capacitance. These attributes of ionogels have already enabled the facile fabrication of several up-and-coming transistor devices geometries for which a highly conformal interface between the electrolyte gate dielectric and the semiconductor is readily achievable, and remote gating with a nonaligned gate electrode is possible. Further, ionogel gating can improve device performance to maximize current densities at low operating voltages. This Perspective highlights three classes of emerging transistor architectures, namely, vertical transistors, surround gate transistors, and thread/fiber-based transistors, and provides several key examples of instances where ionogel gating has either already enabled or still stands to improve device fabrication and performance.
离子液体/离子凝胶栅极电介质可以为利用高表面积半导体和/或非平面衬底的晶体管结构提供显著的优势,因为它们具有无尘室、基于液体的可加工性和固有的大静电双层电容。电离层凝胶的这些特性,已经使我们能够轻而易举地制造出几种极具发展前景的晶体管器件,这些器件的几何形状使得电解质栅极电介质和半导体之间的高度保形界面易于实现,并且可以使用不连续栅极进行远程门控。此外,离子凝胶门控可以提高器件性能,在低工作电压下最大化电流密度。本展望重点介绍了三种新兴晶体管架构,即垂直晶体管、环绕栅晶体管和基于螺纹/纤维的晶体管,并提供了几个关键示例,说明离子凝胶门控要么已经启用,要么仍然可以改善器件制造和性能。
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引用次数: 2
Evidence of improved power conversion efficiency in lead-free CsGeI3 based perovskite solar cell heterostructure via scaps simulation 无铅CsGeI3基钙钛矿太阳能电池异质结构提高功率转换效率的证据
Abhishek Raj, Manish Kumar, H. Bherwani, Ankit Gupta, A. Anshul
Simulation has been performed on fully lead-free inorganic cesium germanium tri-iodide (CsGeI3) perovskite solar cell heterostructure and achieved a champion power conversion efficiency (PCE) of ∼18.30% with significantly improved device parameters. The influence of thickness of an electron transport layer, a hole transport layer, an absorber, defect density, doping concentration, electron affinity, temperature, and series resistance issued for the optimization of the lead-free device is studied. It is confirmed via the scaps simulation results that this device is perfectly optimized with the experimental results and demonstrates the maximum possible improved power conversion efficiency in a fully inorganic lead-free CsGeI3 perovskite solar cell device. The final optimized device performance parameters are as follows: %PCE = 18.30%, %FF = 75.46%, Jsc = 23.31 mA/cm2, and Voc = 1.04 V. In the future, this efficiency may offer prominent potential as a substitute in a highly efficient green solar absorber material for photovoltaic applications after confirmation in the laboratory.
在完全无铅无机三碘化铯锗(CsGeI3)钙钛矿太阳能电池异质结构上进行了模拟,获得了约18.30%的冠军功率转换效率(PCE),器件参数得到了显著改善。研究了电子输运层厚度、空穴输运层厚度、吸收剂厚度、缺陷密度、掺杂浓度、电子亲和度、温度、串联电阻等因素对优化无铅器件的影响。通过scaps模拟结果证实,该器件与实验结果完美优化,并展示了在全无机无铅CsGeI3钙钛矿太阳能电池器件中最大可能提高的功率转换效率。最终优化后的器件性能参数为:%PCE = 18.30%, %FF = 75.46%, Jsc = 23.31 mA/cm2, Voc = 1.04 V。在未来,这种效率可能会在实验室得到证实后,作为光伏应用的高效绿色太阳能吸收材料的替代品提供突出的潜力。
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引用次数: 70
Optimization of a continuous hot embossing process for fabrication of micropyramid structures in thermoplastic sheets 热塑性薄板微金字塔结构连续热压成形工艺的优化
L. Haponow, J. Kettle, J. Allsop
Reported is the manufacture and optimization of inverted micropyramid cavity structures into thermoplastic sheets using roll-to-roll (R2R) embossing. To manufacture the master, an ultraprecision diamond machining method was applied to create seamless surface structures into a copper-coated hot embossing roller. Using the hot embossing process, the roller features were successfully transferred to 2 mm thick polymethyl methacrylate (PMMA) sheets. Optimization of the R2R control process variables was conducted using Taguchi's numerical methods, which showed the importance of the roller temperature for a successful pattern transfer. The work presents a novel fabrication technique that allows microstructures to be manufactured into thick PMMA sheets in a continuous process.
报道了利用卷对卷(R2R)压花在热塑性薄板上制造和优化倒微金字塔腔结构。为了制造母版,采用超精密金刚石加工方法在镀铜热压辊上形成无缝表面结构。利用热压印工艺,成功地将滚筒特征转移到2mm厚的聚甲基丙烯酸甲酯(PMMA)片材上。采用Taguchi的数值方法对R2R控制过程变量进行了优化,表明了辊温对图案传递的重要性。这项工作提出了一种新的制造技术,允许在连续过程中将微结构制造成厚的PMMA片材。
{"title":"Optimization of a continuous hot embossing process for fabrication of micropyramid structures in thermoplastic sheets","authors":"L. Haponow, J. Kettle, J. Allsop","doi":"10.1116/6.0000551","DOIUrl":"https://doi.org/10.1116/6.0000551","url":null,"abstract":"Reported is the manufacture and optimization of inverted micropyramid cavity structures into thermoplastic sheets using roll-to-roll (R2R) embossing. To manufacture the master, an ultraprecision diamond machining method was applied to create seamless surface structures into a copper-coated hot embossing roller. Using the hot embossing process, the roller features were successfully transferred to 2 mm thick polymethyl methacrylate (PMMA) sheets. Optimization of the R2R control process variables was conducted using Taguchi's numerical methods, which showed the importance of the roller temperature for a successful pattern transfer. The work presents a novel fabrication technique that allows microstructures to be manufactured into thick PMMA sheets in a continuous process.","PeriodicalId":17652,"journal":{"name":"Journal of Vacuum Science & Technology. B. Nanotechnology and Microelectronics: Materials, Processing, Measurement, and Phenomena","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85478350","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: 6
Stabilization of cold-field-emission current from a CeB6 single-crystal emitter by using a faceted (100) plane 用面(100)面稳定CeB6单晶发射极冷场发射电流
T. Kusunoki, T. Hashizume, K. Kasuya, N. Arai
A cerium hexaboride (CeB6) single crystal grown by the floating-zone method has a low work function of about 2.6 eV, and along with lanthanum hexaboride (LaB6), it is one of the most popular cathode materials. It has been widely used as the thermionic emitter of electron microscopes, such as SEMs and TEMs. However, cold-field emitters (CFEs) based on CeB6 and LaB6 have not been put to practical use due to their insufficient emission stability compared to that of conventional tungsten (W)-CFEs. In consideration of that background, in the present study, the stability of the emission current from a CeB6 single-crystal CFE was improved by using the (100) plane at the faceted tip of the single crystal. The CeB6⟨100⟩ single crystal was processed by electrochemical etching and successive high-temperature field evaporation and faceting under an appropriate electric field to make a (100) plane at the apex of the crystal. The improved CeB6(100)-CFE emitted a monochromatic electron beam, which has about three-quarters of the energy width of that of W(310)-CFEs. Emission current from the (100) plane maintained low emission noise, and emission decay in the electron-gun chamber of the SEM was suppressed. The resulting current noise is low enough to produce SEM images without image deterioration, and the relatively small decay makes it possible to use the CeB6(100) emitter for one flashing process per day.
浮区法生长的六硼化铈(CeB6)单晶具有约2.6 eV的低功函数,与六硼化镧(LaB6)一起成为最受欢迎的正极材料之一。它已被广泛用作电子显微镜的热离子发射器,如sem和tem。然而,基于CeB6和LaB6的冷场发射器(CFEs)由于其发射稳定性不如传统的钨(W)-CFEs而尚未投入实际应用。考虑到这一背景,本研究通过在CeB6单晶的多面尖端使用(100)平面,提高了CeB6单晶CFE发射电流的稳定性。CeB6⟨100⟩单晶在适当的电场下,通过电化学蚀刻和连续的高温场蒸发和刨面来处理,使其在晶体的顶端形成一个(100)平面。改进后的CeB6(100)-CFE发射单色电子束,其能量宽度约为W(310)-CFE的四分之三。(100)平面的发射电流保持了较低的发射噪声,并且抑制了SEM电子枪腔内的发射衰减。由此产生的电流噪声低到足以产生没有图像恶化的SEM图像,并且相对较小的衰减使得每天使用CeB6(100)发射器进行一次闪烁过程成为可能。
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引用次数: 10
Anomalous enhancement of focused ion beam etching by single raster propagating toward ion beam at glancing incidence 单光栅向入射离子束传播对聚焦离子束刻蚀的异常增强
J. Favata, V. Ray, S. Shahbazmohamadi
Focused ion beam (FIB) sample preparation for electron microscopy often requires large volumes of materials to be removed. Prior efforts to increase the rate of bulk material removal were mainly focused on increasing the primary ion beam current. Enhanced yield of etching at glancing ion beam incidence is known but has not found widespread use in practical applications. In this study, etching at glancing ion beam incidence was explored for its advantages in increasing the rate of bulk material removal. Anomalous enhancement of material removal at glancing angles of ion beam incidence was observed with single-raster etching in along-the-slope direction with toward-FIB direction of raster propagation. Material removal was inhibited in an away-from-FIB direction of raster propagation. The effects of glancing angles and ion doses on depth of cut and volume of removed materials were also recorded. We demonstrated that the combination of single-raster FIB etching at glancing incidence in along-the-slope direction with toward-FIB raster propagation and a “staircase” type of etching strategy holds promise for reducing the processing time for bulk material removal in FIB sample preparation applications.
用于电子显微镜的聚焦离子束(FIB)样品制备通常需要去除大量的材料。先前提高大块材料去除率的努力主要集中在增加一次离子束电流上。在掠射离子束入射下提高蚀刻产率是已知的,但尚未在实际应用中得到广泛应用。在本研究中,探讨了在掠射离子束入射下蚀刻在提高大块材料去除率方面的优势。单栅格沿坡向蚀刻和向fib方向蚀刻可以观察到离子束入射掠射角下材料去除的异常增强。在远离fib的光栅传播方向上,材料的去除受到抑制。还记录了掠射角度和离子剂量对切割深度和去除材料体积的影响。我们证明了单栅格FIB蚀刻沿斜坡方向的掠射入射与向FIB光栅传播的组合以及“阶梯”类型的蚀刻策略有望减少FIB样品制备应用中大块材料去除的处理时间。
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引用次数: 0
Mechanical analysis of a flexible microelectronic system under twisting stress 挠性微电子系统在扭转应力下的力学分析
Cha-Hee Kim, Jae-Min Kim, Seung-Ho Seo, Jae-hak Lee, J. Song, Won-Jun Lee
We modeled flexible microelectronic systems, in which a thinned silicon die is flip-chip bonded to a flexible substrate, and analyzed the stress and strain distribution generated during twisting deformation. Because of the presence of the rigid silicon die, the strain distribution of the system model was significantly different from that of the substrate model. Unlike the substrate model, there is no significant difference in the von Mises strain according to the position in both the molding layer and the substrate in the system model. Therefore, the results of modeling or testing only flexible substrate cannot be directly applied to predict the behavior of flexible microelectronic systems. The copper bumps revealed stress above the ultimate strength as well as the yield strength. Therefore, the copper bump would be the most mechanically weak component in the operation of the face-down flexible microelectronic system during twisting. By replacing copper bumps with polymer bumps, the maximum stress in the bumps can be significantly reduced from 282 to 47 MPa, and the maximum mechanically safe twisting angle was also improved from approximately 40° to 80°. Therefore, in flexible electronic systems where twisting deformation is applied, polymer bumps are a better bonding method than the conventional copper bumps.
我们对柔性微电子系统进行了建模,其中薄硅芯片倒装在柔性衬底上,并分析了扭转变形时产生的应力和应变分布。由于刚性硅模的存在,系统模型的应变分布与衬底模型的应变分布明显不同。与基材模型不同的是,在系统模型中,von Mises应变随成型层和基材的位置不同而无显著差异。因此,仅对柔性衬底进行建模或测试的结果不能直接用于预测柔性微电子系统的行为。铜凸起处的应力高于极限强度和屈服强度。因此,在扭转过程中,铜凸起将是面朝下柔性微电子系统运行中最弱的机械部件。用聚合物凸起代替铜凸起后,凸起处的最大应力可从282 MPa显著降低到47 MPa,最大机械安全扭转角也从约40°提高到80°。因此,在应用扭转变形的柔性电子系统中,聚合物凸点是比传统铜凸点更好的粘合方法。
{"title":"Mechanical analysis of a flexible microelectronic system under twisting stress","authors":"Cha-Hee Kim, Jae-Min Kim, Seung-Ho Seo, Jae-hak Lee, J. Song, Won-Jun Lee","doi":"10.1116/6.0000665","DOIUrl":"https://doi.org/10.1116/6.0000665","url":null,"abstract":"We modeled flexible microelectronic systems, in which a thinned silicon die is flip-chip bonded to a flexible substrate, and analyzed the stress and strain distribution generated during twisting deformation. Because of the presence of the rigid silicon die, the strain distribution of the system model was significantly different from that of the substrate model. Unlike the substrate model, there is no significant difference in the von Mises strain according to the position in both the molding layer and the substrate in the system model. Therefore, the results of modeling or testing only flexible substrate cannot be directly applied to predict the behavior of flexible microelectronic systems. The copper bumps revealed stress above the ultimate strength as well as the yield strength. Therefore, the copper bump would be the most mechanically weak component in the operation of the face-down flexible microelectronic system during twisting. By replacing copper bumps with polymer bumps, the maximum stress in the bumps can be significantly reduced from 282 to 47 MPa, and the maximum mechanically safe twisting angle was also improved from approximately 40° to 80°. Therefore, in flexible electronic systems where twisting deformation is applied, polymer bumps are a better bonding method than the conventional copper bumps.","PeriodicalId":17652,"journal":{"name":"Journal of Vacuum Science & Technology. B. Nanotechnology and Microelectronics: Materials, Processing, Measurement, and Phenomena","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2020-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77776128","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
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Journal of Vacuum Science & Technology. B. Nanotechnology and Microelectronics: Materials, Processing, Measurement, and Phenomena
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