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Novel Negative Capacitance Reconfigurable Transistor With Arch-Shaped Source 新型弧形源负电容可重构晶体管
IF 2.1 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-01-20 DOI: 10.1109/TNANO.2025.3531844
Hongbo Ye;Junfeng Hu;Xinyu Zou;Zihan Sun;Xianglong Li;Yang Shen;Ziyu Liu;Xiaojin Li;Yanling Shi;Zhigang Mao;Yabin Sun
Novel negative capacitance reconfigurable field effect transistor with arch-shaped source (NC-ESRFET) is proposed in this work. The performance is evaluated by combining 3D TCAD simulation with Laudau-Khalatnikov equation. Because of the amplified vertical electric field, the negative capacitance induced by ferroelectric (FE) layer improves the vertical line tunneling around the embedded source, and an enhanced NC effect is found in proposed NC-ESRFET, no matter for N-type or P-type program. Compared to the conventional nanowire negative capacitance RFET (NC-RFET), a larger critical FE layer thickness and lower subthreshold swing (SS) are obtained in NC-ESRFE, and the lowest SS is lower than 43 mV/dec and average SS is 63 mV/dec, which declines by 33% compared with NC-RFET. Besides, the diameter of embedded source DAS has greater influence on NC enhancement than the length LAS. By reasonably choosing the structure parameters, a 54.4% improvement on driven current and 14.3% decline in SS is obtained in the optimized NC-ESRFET. The results here demonstrate the great attentions of NC-ESRFET in future low power application.
本文提出了一种新型弧形源负电容可重构场效应晶体管(nc - esfet)。结合三维TCAD仿真和劳道-哈拉特尼科夫方程对其性能进行了评价。由于垂直电场的放大,铁电(FE)层产生的负电容改善了嵌入源周围的垂直线隧穿,并且无论对于n型还是p型程序,所提出的NC- esrfet都具有增强的NC效应。与传统纳米线负电容RFET (NC-RFET)相比,NC-ESRFE具有更大的临界FE层厚度和更低的亚阈值摆幅(SS),最低SS低于43 mV/dec,平均SS为63 mV/dec,比NC-RFET降低了33%。此外,嵌入式源DAS的直径比长度对NC增强的影响更大。通过合理选择结构参数,优化后的nc - esfet驱动电流提高54.4%,SS下降14.3%。研究结果表明,纳米esfet在未来低功耗应用中具有重要的应用价值。
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引用次数: 0
Unveiling the Impact of Interfacial Trap Charges on Strained VS-FeFinFETs for Improved Reliability:Device to Circuit Level Assessment 揭示界面陷阱电荷对应变vs - fefinfet提高可靠性的影响:器件到电路级评估
IF 2.1 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-01-20 DOI: 10.1109/TNANO.2025.3531937
Kajal Verma;Rishu Chaujar
This paper focuses on the device to circuit level assessment of Si/SiGe strained vertically stacked ferroelectric based FinFETs (VS-FeFinFETs) for improved reliability under the influence of interfacial trap charges (ITCs) at the semiconductor/oxide interface. The device is designed with the amalgamation of several advanced technologies such as SOI, strained tri-layered silicon channel system along with the integration of ferroelectric material in superior gate controlled FinFET. Gate engineering has also been incorporated to further improve the device's reliability against ITCs, forming hetero dielectric vertically stacked ferroelectric based FinFET (HD-VS-FeFinFET) and it is found to possess superior analog, linearity, and harmonic distortion performance. It shows 91.48% reduction in leakage current resulting in 13 times increment in switching ratio along with improvement in quality factor by 46.01%, transconductance by 32.77%, and device efficiency by 26.54% with negligible variations due to ITCs as compared to VS-FeFinFET. Various linearity and harmonic parameters also improved and showed negligible average variations like 4.72% (177.15% ) in VIP2 and 6.525% (25.3% ) in 1-dB compression point for HD-VS-FeFinFET (VS-FeFinFET) against different ITCs polarity making it more reliable for low power microwave and distortion less wireless communication applications. Further logic circuit application of HD-VS-FeFinFET based CMOS inverter has been analysed and it shows improvement by 17.9% in transition range, 51.674% in voltage gain along with ITCs induced average variation of 3.66% (15.88% ) in noise margin for HD-VS-FeFinFET(VS-FeFinFET) based circuit thus led to its development with enhanced functionality, reliability, and performance, poised to shape the landscape of modern electronics.
本文重点研究了Si/SiGe应变垂直堆叠铁电finfet (vs - fefinfet)在半导体/氧化物界面界面陷阱电荷(ITCs)影响下提高可靠性的器件到电路级评估。该器件融合了SOI、应变三层硅沟道系统等先进技术,并将铁电材料集成在优质栅极控制FinFET中。栅极工程也被纳入进一步提高器件对ITCs的可靠性,形成了异质介电垂直堆叠的铁电FinFET (HD-VS-FeFinFET),并被发现具有优越的模拟,线性和谐波畸变性能。与VS-FeFinFET相比,泄漏电流降低了91.48%,开关比增加了13倍,品质因数提高了46.01%,跨导率提高了32.77%,器件效率提高了26.54%,ITCs的变化可以忽略不计。HD-VS-FeFinFET (VS-FeFinFET)的各种线性度和谐波参数也得到了改善,并且在不同的ITCs极性下,VIP2的平均变化为4.72% (177.15%),1 db压缩点的平均变化为6.525%(25.3%),这使得它在低功率微波和无失真无线通信应用中更加可靠。分析了基于HD-VS-FeFinFET的CMOS逆变器的进一步逻辑电路应用,结果表明,基于HD-VS-FeFinFET(VS-FeFinFET)的电路的转换范围提高了17.9%,电压增益提高了51.674%,ITCs引起的噪声边际平均变化为3.66%(15.88%),从而使其发展具有增强的功能,可靠性和性能,准备塑造现代电子领域的格局。
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引用次数: 0
On the Dependability of Bidirectional Encoder Representations from Transformers (BERT) to Soft Errors 从变压器(BERT)到软误差双向编码器表示的可靠性研究
IF 2.1 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-01-20 DOI: 10.1109/TNANO.2025.3531721
Zhen Gao;Ziye Yin;Jingyan Wang;Rui Su;Jie Deng;Qiang Liu;Pedro Reviriego;Shanshan Liu;Fabrizio Lombardi
Transformers are widely used in natural language processing and computer vision, and Bidirectional Encoder Representations from Transformers (BERT) is one of the most popular pre-trained transformer models for many applications. This paper studies the dependability and impact of soft errors on BERT implemented with different floating-point formats using two case studies: sentence emotion classification and question answering. Simulation by error injection is conducted to assess the impact of errors on different parts of the BERT model and different bits of the parameters. The analysis of the results leads to the following findings: 1) in both single and half precision, there is a Critical Bit (CB) on which errors significantly affect the performance of the model; 2) in single precision, errors on the CB may cause overflow in many cases, which leads to a fixed result regardless of the input; 3) in half precision, the errors do not cause overflow but they may still introduce a large accuracy loss. In general, the impact of errors is significantly larger in single-precision than half-precision parameters. Error propagation analysis is also considered to further study the effects of errors on different types of parameters and reveal the mitigation effects of the activation function and the intrinsic redundancy of BERT.
变压器在自然语言处理和计算机视觉中有着广泛的应用,而变压器的双向编码器表示(BERT)是许多应用中最流行的预训练变压器模型之一。本文以句子情感分类和问题回答为例,研究了软错误对不同浮点格式BERT的可靠性和影响。通过误差注入仿真来评估误差对BERT模型不同部分和不同位参数的影响。分析结果发现:1)在单精度和半精度情况下,都存在一个临界比特(CB),在该临界比特上的误差会显著影响模型的性能;2)在单精度情况下,CB上的误差在很多情况下会导致溢出,无论输入是什么,结果都是固定的;3)在半精度情况下,误差不会造成溢出,但仍可能带来较大的精度损失。一般来说,单精度参数的误差影响明显大于半精度参数。通过误差传播分析,进一步研究了误差对不同类型参数的影响,揭示了激活函数和BERT固有冗余的缓解作用。
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引用次数: 0
Implications of Dielectric Phases in Ferroelectric HfO$_{2}$ Films on the Performance of Negative Capacitance FETs 铁电HfO$_{2}$薄膜中介电相对负电容场效应管性能的影响
IF 2.1 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-01-17 DOI: 10.1109/TNANO.2025.3531552
Mayuri Sritharan;Hyunjae Lee;Michael Spinazze;Youngki Yoon
Non-homogeneous orthorhombic phase in doped ferroelectric (FE) HfO$_{2}$ film presents challenges towards the optimization and performance predictability of negative capacitance (NC) field-effect transistor (FET) performance. We set out to understand the consequences of these dielectric (DE) phases in doped FE-HfO$_{2}$ on steep-switching device performance through self-consistent quantum transport simulations. Firstly, we consider a fixed DE phase study to understand how the position, percentage, and number of phase components alter the switching characteristics. Then, to predict device performance variation, we conduct a statistical analysis using a large number of randomly distributed DE phase profiles. We find that DE phases positioned near the center of the potential barrier exert the most significant impact on device performance by lowering the top-of-the-barrier, while those closer to the drain have minimal influence on carrier transport and current. While DE phases in the FE layer degrade the subthreshold swing, they also favorably narrow the hysteretic window, which presents opportunities for optimization in logic devices. Through dimensional scaling and statistical analysis, we demonstrate how optimized performance can be achieved even with large variations in device performance.
掺杂铁电(FE) HfO$_{2}$薄膜中的非均匀正交相对负电容场效应晶体管(FET)性能的优化和性能可预测性提出了挑战。通过自一致量子输运模拟,我们开始了解掺杂FE-HfO中这些介电(DE)相对陡峭开关器件性能的影响。首先,我们考虑一个固定DE相位研究,以了解相位分量的位置、百分比和数量如何改变开关特性。然后,为了预测器件性能变化,我们使用大量随机分布的DE相位曲线进行统计分析。我们发现,靠近势垒中心的DE相通过降低势垒顶部对器件性能产生最显著的影响,而靠近漏极的DE相对载流子输运和电流的影响最小。虽然FE层中的DE相位降低了亚阈值振荡,但它们也有利于缩小滞后窗口,这为逻辑器件的优化提供了机会。通过维度缩放和统计分析,我们展示了如何在设备性能变化很大的情况下实现优化性能。
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引用次数: 0
Improvement of Surface Roughness in SiO2 Thin Films via Deuterium Annealing at 300 °C 300℃氘退火改善SiO2薄膜表面粗糙度的研究
IF 2.1 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-12-31 DOI: 10.1109/TNANO.2024.3524567
Ju-Won Yeon;Hyo-Jun Park;Eui-Cheol Yun;Moon-Kwon Lee;Tae-Hyun Kil;Yong-Sik Kim;Jun-Young Park
Recently, deuterium annealing at a reduced temperature range of 300 °C has been proposed to enhance SiO2 gate dielectrics and the Si/SiO2 interface, thereby improving device reliability. As a further investigation into deuterium annealing, for the first time this study compared deuterium absorption characteristics with various SiO2 dielectrics formed by wet oxidation, dry oxidation, low-pressure chemical vapor deposition (LPCVD), and plasma-enhanced chemical vapor deposition (PECVD). Deuterium annealing can also be used to reduce the roughness and improve the uniformity of SiO2 dielectric films. Surface roughness of various samples was measured and quantitatively compared using atomic force microscopy (AFM) after deuterium annealing.
最近,有人提出在300°C的低温范围内进行氘退火,以增强SiO2栅极电介质和Si/SiO2界面,从而提高器件的可靠性。作为对氘退火的进一步研究,本研究首次比较了湿氧化、干氧化、低压化学气相沉积(LPCVD)和等离子体增强化学气相沉积(PECVD)形成的不同SiO2介电体的氘吸收特性。氘退火也可以用于降低SiO2介电膜的粗糙度和提高均匀性。采用原子力显微镜(AFM)对不同样品在氘退火后的表面粗糙度进行了测量和定量比较。
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引用次数: 0
On the Importance of the Metal Catalyst Layer to the Performance of CNT-Based Supercapacitor Electrodes 金属催化剂层对碳纳米管超级电容器电极性能的重要性
IF 2.1 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-12-26 DOI: 10.1109/TNANO.2024.3523412
Kingshuk Chatterjee;Vinay Kumar;Prabhat Kumar Agnihotri;Sumit Basu;Nandini Gupta
The power and energy densities of a Supercapacitor (SC) is largely dictated by the accessibility of the nano-porous area of the electrode to the electrolyte ions. Carbon nanotubes (CNT) have high electrical conductivity, and more importantly, may be grown into architectures with high surface area. However, this is not easy to achieve in practice. CNT electrodes are fabricated by chemical vapor deposition (CVD), after a metal catalyst layer is coated on a current collector. In this work, the control of the metal catalyst layer, by varying the dip-coating time and CVD process parameters, is shown to be crucial to pore morphology and consequent SC performance. The dip-coating time is adjusted to obtain thin and uniform coating. Further, optimum reduction of the nickel layer with hydrogen is required to produce thin CNTs with adequate inter-tube separation that facilitate ion accessibility within the pores. The height of the CNT forest is also optimized to prevent decrease in specific capacitance due to reduced accessibility. Proper optimization of the process parameters results in a pore morphology conductive to ion diffusion, and simultaneous improvement in energy and power density.
超级电容器(SC)的功率和能量密度在很大程度上取决于电极的纳米孔区域对电解质离子的可及性。碳纳米管(CNT)具有高导电性,更重要的是,可以生长成具有高表面积的结构。然而,这在实践中并不容易实现。碳纳米管电极采用化学气相沉积(CVD)技术,在集流器上涂覆金属催化剂层。在这项工作中,通过改变浸涂时间和CVD工艺参数来控制金属催化剂层,对孔隙形态和随后的SC性能至关重要。调整浸涂时间,获得薄而均匀的涂层。此外,需要用氢对镍层进行最佳还原,以产生具有足够管间分离的薄碳纳米管,从而促进孔内离子的可及性。碳纳米管森林的高度也进行了优化,以防止由于可达性降低而导致比电容的降低。适当优化工艺参数,可以形成有利于离子扩散的孔隙形态,同时提高能量和功率密度。
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引用次数: 0
Improvement of the Enhancement-Mode GaN MIS-HEMTs by Fluorine Doping in the Dielectric Gate Stack 介质栅层中氟掺杂对增强模式GaN mishemt的改进
IF 2.1 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-12-25 DOI: 10.1109/TNANO.2024.3522371
Tsung-Ying Yang;Mei-Yan Kuo;Jui-Sheng Wu;Yan-Kui Liang;Rahul Rai;Shivendra K. Rathaur;Edward Yi Chang
This study tested fluorine doping on various regions of the ferroelectric charge trap gate stack (FEG stack). Fluorine doping effectively reduces oxygen vacancies in the dielectric layer, thus reducing leakage current and stabilizing charge in the dielectric layer. Moreover, fluorine doping can passivate the dangling bonds at the interface and increase the ability of trapping carriers in the trap layer. The FEG stack comprises a tunnel oxide layer (TL), a charge trap layer (CTL), and a ferroelectric layer (FE). Four types of devices were fabricated: undoped, doping in TL, doping in CTL, and doping in both TL and CTL, to investigate the impact of fluorine doping on the FEG gate stack. Devices doping in TL and CTL demonstrated superior performance, achieving the highest Vth of 5.4 V with a retention time of 70.42% after 10, 000 seconds. The off-state and gate leakage tests revealed impressive breakdown voltages of 735 V and 24.55 V, respectively. Furthermore, the device exhibited a high operation voltage of 14.3 V for a 10-year lifetime prediction, enabling a wide operating range.
本研究测试了氟在铁电电荷阱栅极堆叠(FEG堆叠)不同区域的掺杂。氟掺杂有效地减少了介电层中的氧空位,从而降低了漏电电流,稳定了介电层中的电荷。此外,氟的掺杂可以钝化界面上的悬空键,提高捕获载流子的能力。FEG堆叠包括隧道氧化层(TL)、电荷阱层(CTL)和铁电层(FE)。制备了四种类型的器件:未掺杂、TL掺杂、CTL掺杂和TL和CTL同时掺杂,以研究氟掺杂对FEG栅堆的影响。在TL和CTL中掺杂的器件表现出优异的性能,最高Vth为5.4 V,在10,000秒后保持时间为70.42%。断开状态和栅极泄漏测试显示击穿电压分别为735 V和24.55 V。此外,该器件具有14.3 V的高工作电压,预测寿命为10年,实现了较宽的工作范围。
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引用次数: 0
IEEE Transactions on Nanotechnology Publication Information IEEE纳米技术出版信息汇刊
IF 2.1 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-12-25 DOI: 10.1109/TNANO.2024.3517997
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引用次数: 0
Enhanced Hydrogen Gas Sensing Performance of Gold Nanoparticle Decorated Nitrogen-Doped ZnO Nanomaterials for Improved Sensitivity and Rapid Response 金纳米粒子修饰氮掺杂ZnO纳米材料的氢气传感性能提高灵敏度和快速响应
IF 2.1 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-12-25 DOI: 10.1109/TNANO.2024.3522368
Sanjana Devi VS;Balraj B;Amuthameena S;Joby Titus T
This study investigates the enhancement of hydrogen (H2) gas sensing in nitrogen-doped Zinc Oxide (ZnO) nanomaterials through the decoration of gold (Au) nanoparticles. ZnO nanoparticles were synthesized via a wet chemical method, doped with nitrogen at 0.5%, 1.0%, and 1.5% concentrations, and decorated with Au nanoparticles. Characterization using X-ray diffraction (XRD) revealed that the ZnO structure remained intact, with the addition of a peak corresponding to Au at 38.19°. Transmission electron microscopy (TEM) confirmed the uniform distribution of spherical Au nanoparticles on the ZnO surfaces. UV-Vis spectroscopy showed an enhanced absorption peak at 532 nm due to surface plasmon resonance. Photoluminescence (PL) spectra indicated reduced emission intensity, suggesting effective charge transfer between ZnO and Au. Gas sensing tests revealed that Au-decorated 1.0 wt. % N exhibited a maximum H2 gas response of 89% at 200 °C, significantly higher than the 46% response of non-decorated 1.0 wt. % N. Additionally, the Au-decorated N sensors demonstrated a rapid response time of 10 sec and a recovery time of 15 sec. These results highlight the potential of Au-decorated N-doped nanomaterials as highly efficient H2 gas sensors, combining enhanced sensitivity with fast response kinetics.
本研究通过金纳米粒子的修饰,研究了氮掺杂氧化锌(ZnO)纳米材料中氢(H2)气敏的增强。采用湿法合成ZnO纳米粒子,分别以0.5%、1.0%和1.5%浓度的氮掺杂,并以Au纳米粒子装饰。x射线衍射(XRD)表征表明,ZnO结构保持完整,并在38.19°处添加了Au对应的峰。透射电镜(TEM)证实了球形金纳米颗粒在ZnO表面的均匀分布。紫外可见光谱显示,由于表面等离子体共振,532 nm处的吸收峰增强。光致发光(PL)光谱显示发射强度降低,表明ZnO和Au之间存在有效的电荷转移。气体传感测试表明,在200°C下,1.0 wt. % N的au修饰的H2气体响应率为89%,显著高于未修饰的1.0 wt. % N的46%的响应率。此外,au修饰的N传感器显示出10秒的快速响应时间和15秒的恢复时间。这些结果突出了au修饰的N掺杂纳米材料作为高效H2气体传感器的潜力,结合了增强的灵敏度和快速的响应动力学。
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引用次数: 0
Reduction of Joule Losses in Memristive Switching Using Optimal Control 利用最优控制降低忆阻开关的焦耳损耗
IF 2.1 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-12-13 DOI: 10.1109/TNANO.2024.3517161
Valeriy A. Slipko;Yuriy V. Pershin
This theoretical study investigates strategies for minimizing Joule losses in resistive random access memory (ReRAM) cells, which are also referred to as memristive devices. Typically, the structure of ReRAM cells involves a nanoscale layer of resistance-switching material sandwiched between two metal electrodes. The basic question that we ask is what is the optimal driving protocol to switch a memristive device from one state to another. In the case of ideal memristors, in the most basic scenario, the optimal protocol is determined by solving a variational problem without constraints with the help of the Euler-Lagrange equation. In the case of memristive systems, for the same situation, the optimal protocol is found using the method of Lagrange multipliers. We demonstrate the advantages of our approaches through specific examples and compare our results with those of switching with constant voltage or current. Our findings suggest that voltage or current control can be used to reduce Joule losses in emerging memory devices.
本理论研究探讨了最小化电阻随机存取存储器(ReRAM)单元焦耳损耗的策略,也被称为记忆器件。通常,ReRAM电池的结构包括一个纳米级的电阻开关材料层,夹在两个金属电极之间。我们要问的基本问题是什么是最优的驱动协议来切换记忆器件从一种状态到另一种。在理想忆阻器的情况下,在最基本的情况下,通过借助欧拉-拉格朗日方程求解无约束的变分问题来确定最优方案。对于记忆系统,在相同的情况下,使用拉格朗日乘子法找到了最优协议。我们通过具体的例子证明了我们的方法的优点,并将我们的结果与恒压或恒流开关的结果进行了比较。我们的研究结果表明,电压或电流控制可用于减少新兴存储器件的焦耳损耗。
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引用次数: 0
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IEEE Transactions on Nanotechnology
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