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High-Speed and Area-Efficient Serial IMPLY-Based Approximate Subtractor and Comparator for Image Processing and Neural Networks 用于图像处理和神经网络的基于 IMPLY 的高速、高面积效率串行近似减法器和比较器
IF 2.1 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-10-28 DOI: 10.1109/TNANO.2024.3487223
Nandit Kaushik;B. Srinivasu
In-Memory-Computing (IMC) through memristive architectures has recently gained traction owing to their capacity to perform logic operations within a crossbar, optimizing both area and speed constraints. This paper introduces two approximate serial IMPLY-based subtractor designs, denoted as Serial IMPLY-based Approximate Subtractor Design-1 (SIASD-1), Serial IMPLY-based Approximate Subtractor Design-2 (SIASD-2), with potential applications in image processing and deep neural networks. The proposed designs are implemented in MAGIC topology for comparison, named as Serial MAGIC-based Approximate Subtractor Design-1 (SMASD-1) and Serial MAGIC-based Approximate Subtractor Design-2 (SMASD-2). Moreover, these proposed subtractor designs are extended to design magnitude comparators. IMPLY-based approximate designs improve the overall latency up to 1.67× with energy savings in the range of 17.4% to 40.3% while occupying the same number of memristors for SIASD-1 and an increase of 3 to 5 memristors for SIASD-2, compared to the best existing exact 8-bit serial IMPLY subtractor. SMASD-1 and SMASD-2 improve the latency up to 1.43×, and energy efficiency are up by 77.6% compared to other MAGIC-based exact designs. Additionally, as comparators, the SIASD-1 and SIASD-2 are up to 4.93× faster with energy reduction up to 79.7% compared to their IMPLY-based equivalents. Similarly, the SMASD-1 and SMASD-2 reduce the latency up to 62% with area savings of 77%, compared to MAGIC-based equivalent designs. Furthermore, the proposed subtractor designs undergo analysis in an image processing application called Motion Detection, while the comparators are evaluated in Max Pooling operations. With Peak Signal-to-Noise Ratio (PSNR) and Structural Similarity Index Measure (SSIM) serving as assessment metrics, the proposed designs consistently demonstrate acceptable PSNR and SSIM values, affirming their suitability for these applications.
最近,通过忆阻器架构实现的内存计算(IMC)受到越来越多的关注,这是因为忆阻器架构能够在交叉条内执行逻辑运算,优化了面积和速度限制。本文介绍了两种基于 IMPLY 的近似串行减法器设计,分别称为基于 IMPLY 的近似串行减法器设计-1(SIASD-1)和基于 IMPLY 的近似串行减法器设计-2(SIASD-2),有望应用于图像处理和深度神经网络。为便于比较,建议的设计以 MAGIC 拓扑实现,命名为基于串行 MAGIC 的近似减法器设计-1(SMASD-1)和基于串行 MAGIC 的近似减法器设计-2(SMASD-2)。此外,这些拟议的减法器设计还可扩展用于设计幅度比较器。与现有的最佳精确 8 位串行 IMPLY 减法器相比,基于 IMPLY 的近似设计在占用相同数量的忆阻器(SIASD-1)和增加 3 到 5 个忆阻器(SIASD-2)的情况下,将总体延迟提高了 1.67 倍,节能范围在 17.4% 到 40.3% 之间。与其他基于 MAGIC 的精确设计相比,SMASD-1 和 SMASD-2 的延迟时间提高了 1.43 倍,能效提高了 77.6%。此外,作为比较器,SIASD-1 和 SIASD-2 与基于 IMPLY 的同类产品相比,速度提高了 4.93 倍,能耗降低了 79.7%。同样,与基于 MAGIC 的等效设计相比,SMASD-1 和 SMASD-2 的延迟时间缩短了 62%,面积节省了 77%。此外,还在名为 "运动检测 "的图像处理应用中对拟议的减法器设计进行了分析,并在最大池化操作中对比较器进行了评估。以峰值信噪比(PSNR)和结构相似性指数(SSIM)作为评估指标,所提出的设计始终显示出可接受的 PSNR 和 SSIM 值,从而肯定了它们在这些应用中的适用性。
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引用次数: 0
High-Efficiency Field-Free Spin-Orbit Switching Based on PtW Alloy Layer 基于PtW合金层的高效无场自旋轨道开关
IF 2.4 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-09-08 DOI: 10.1109/TNANO.2023.3313313
Xiangyu Liu;Xiukai Lan;Zelalem Abebe Bekele;Weihao Li;Shouguo Zhu;Pengwei Dou;Yuanbo Wang;Jingyan Zhang;Shouguo Wang;Kaiyou Wang
Current-driven spin-orbit-torque (SOT)-induced device is a promising candidate with nonvolatility, low energy consumption, and ultrafast speed for the next-generation storage and computing technique. However, the requirement of the assistant magnetic field hinders its application. Besides, the switching current density in SOT-induced devices still needs to be further reduced. Here, we prepared devices with stacks of Ta/Pt100-xWx/Co/AlOy/Pt and systematically investigated changes in the switching efficiency with W content. A high damping-like effective field per unit current density ηDL up to 40.57 ± 3.32 (Oe/(106 A/cm2)) was observed in the device with a Pt74W26 layer, which is one order of magnitude higher than that in the typical spin-orbit devices with pure heavy metal layer reported in the previous articles. In addition, field-free switching is observed in devices with a wide range of W content using the competing spin currents generated from the Pt100-xWx layer. Zero-field switching (ZFS) critical current densities of them are less than 1.09 ± 0.05 (107 A/cm2) with the minimum of 1.58 ± 0.13 (106 A/cm2), indicating the highly efficient field-free spin-orbit switching in the PtW system. Our findings pave the way to high-energy-efficiency spin-orbit devices.
电流驱动的自旋轨道转矩(SOT)诱导器件具有无挥发性、低能耗和超快速度等优点,是下一代存储和计算技术的一个有前途的候选器件。然而,对辅助磁场的要求阻碍了其应用。此外,sot诱导器件的开关电流密度仍需进一步降低。在这里,我们制备了Ta/Pt100-xWx/Co/AlOy/Pt堆叠的器件,并系统地研究了W含量对开关效率的影响。在Pt74W26层的器件中,单位电流密度的有效场ηDL高达40.57±3.32 (Oe/(106 A/cm2)),比以往报道的纯重金属层的典型自旋轨道器件高一个数量级。此外,利用Pt100-xWx层产生的竞争自旋电流,可以在具有广泛W含量的器件中观察到无场开关。它们的零场开关(ZFS)临界电流密度小于1.09±0.05 (107 A/cm2),最小为1.58±0.13 (106 A/cm2),表明在PtW系统中实现了高效的无场自旋轨道开关。我们的发现为高能效自旋轨道装置铺平了道路。
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引用次数: 0
Highly Sensitive, Low Operating Power Cardiac Troponin Biosensor Using PANI Nanofiber OFET 基于聚苯胺纳米纤维OFET的高灵敏度、低工作功率心脏肌钙蛋白生物传感器
IF 2.4 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-09-07 DOI: 10.1109/TNANO.2023.3312819
Amira Ali;Abdelsattar M. Sallam;M. Mohsen;Amal Kasry;Sameh O. Abdellatif
Cardiovascular diseases (CVDs) are the leading cause of death worldwide, killing over 17 million people yearly. A key biomarker for identifying myocardial infarction (MI) is the regulatory protein Cardiovascular Troponin I (cTnI), released into the blood following heart muscle injury. Significant efforts have been made in recent years to develop highly sensitive biosensors for the detection of cTnI. Field effect transistors (FETs) in general and organic FETs (OFETs) in specific have shown computability in detecting such cordial protein. In this study, we provide a complete attempt to fabricate and characterize polyaniline nanofiber (PANI-NFs) OFET for biosensing applications. The FTIR spectrum of PANI-NFs is examined before and after pAbs immobilization. To study the biosensor performance parameters, the biomarker drain current is investigated against the cTnI biomarker concentrations. The proposed OFET recorded high sensitivity of 484 nA.(g/mL)−1, with a minimum detection limit (0.36 pg/mL) and power consumption varying from 7 μW to 11.4 μW. Finally, the biosensing repeatability was examined regarding variation in the P-FET device and the biasing conditions.
心血管疾病是世界范围内的主要死亡原因,每年造成1700多万人死亡。识别心肌梗死(MI)的关键生物标志物是调节蛋白心血管肌钙蛋白I (cTnI),在心肌损伤后释放到血液中。近年来,人们在开发高灵敏度的cTnI检测生物传感器方面做出了巨大的努力。一般的场效应晶体管(fet)和特定的有机场效应晶体管(ofet)在检测这类诚恳蛋白方面显示出可计算性。在这项研究中,我们为生物传感应用的聚苯胺纳米纤维(PANI-NFs) OFET的制备和表征提供了一个完整的尝试。研究了pAbs固定前后PANI-NFs的FTIR光谱。为了研究生物传感器的性能参数,研究了生物标志物漏极电流与cTnI生物标志物浓度的关系。该OFET的灵敏度为484 nA.(g/mL)−1,最低检测限为0.36 pg/mL,功耗为7 μW ~ 11.4 μW。最后,研究了P-FET器件和偏置条件的变化对生物传感重复性的影响。
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引用次数: 0
Offset Field Control for VCMA-MRAM VCMA-MRAM的偏移场控制
IF 2.4 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-09-07 DOI: 10.1109/TNANO.2023.3312949
Robert Carpenter;Woojin Kim;Kiroubanand Sankaran;Mohamed Ben Chroud;Maxwel Gama Monteiro;Johan Swerts;Gouri Sankar Kar;Sebastien Couet
One of the key challenges in the industrialisation of Voltage Controlled Magnetic Anisotropy-Magnetic Random Access Memory (VCMA-MRAM) is the reliability of the writing process. As VCMA is a non-deterministic write process, it is more sensitive to any offset of the Free Layer (FL) ($mu _{0}H_{off}$) due to stray fields generated by the Hard Layer (HL)/Reference Layer (RL), as compared to alternative MRAM technologies. In this work, a simple method for the control of $mu _{0}H_{off}$ is demonstrated. The relative moments of the HL and RL can be tuned by varying the Co concentration, and number of repeats, in a typical Co/Pt HL. The effect of this is demonstrated at thin film and device level where a FL offset of $mu _{0}H_{off}=0$ mT is obtained, with minimal change in any other device properties. Furthermore, the switching probability distribution, with respect to VCMA pulse width, is shown to be symmetric in the optimised device. This result shows that with simple tuning, one of the key challenges to VCMA-MRAM can be solved.
电压控制磁各向异性-磁随机存取存储器(VCMA-MRAM)工业化的关键挑战之一是写入过程的可靠性。由于VCMA是一个非确定性写入过程,与其他MRAM技术相比,它对由硬层(HL)/参考层(RL)产生的杂散场引起的自由层(FL) ($mu _{0}H_{off}$)的任何偏移都更敏感。本文演示了一种控制$mu _{0}H_{off}$的简单方法。在典型的Co/Pt HL中,可以通过改变Co浓度和重复次数来调节HL和RL的相对矩。这种效果在薄膜和器件级得到了证明,其中FL偏移量为$mu _{0}H_{off}=0$ mT,而任何其他器件属性的变化都很小。此外,在优化的器件中,开关概率分布相对于VCMA脉冲宽度是对称的。结果表明,通过简单的调谐,可以解决VCMA-MRAM的关键挑战之一。
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引用次数: 0
Comparison of Porous Germanium Thin Films on SS and Mo as Anode for High-Performance LIBs SS和Mo上多孔锗薄膜作为高性能锂离子电池阳极的比较
IF 2.4 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-09-07 DOI: 10.1109/TNANO.2023.3311757
Valentina Diolaiti;Alfredo Andreoli;Susana Chauque;Paolo Bernardoni;Giulio Mangherini;Marco Ricci;Remo P. Zaccaria;Matteo Ferroni;Donato Vincenzi
The increasing demand for high performance lithium ion batteries is pushing the research toward the development of new materials for electrodes. Our study focuses on the usage of Germanium as the active material for the negative electrode since it has a higher theoretical specific capacity than standard graphite-based electrodes. This research article provides insight into the electrochemical performance of thin films of Germanium deposited on metallic substrates and then nanostructured via electrochemical etching. Molybdenum and stainless steel are investigated as substrates and compared with regard to the performance of the resulting electrodes. The nanostructured Germanium electrodes show promising results, demonstrating a stable and high specific capacity for hundreds of cycles. The long-term stability of the cell together with a high rate capability proves the reliability of the cell engineered.
对高性能锂离子电池的需求日益增长,推动了新型电极材料的研究。我们的研究重点是使用锗作为负极的活性材料,因为它比标准石墨基电极具有更高的理论比容量。本文研究了在金属衬底上沉积锗薄膜,然后通过电化学蚀刻技术制备纳米结构的电化学性能。研究了钼和不锈钢作为衬底,并比较了所得电极的性能。纳米结构的锗电极显示出良好的结果,显示出数百次循环的稳定和高比容量。该电池的长期稳定性和高速率性能证明了该电池的可靠性。
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引用次数: 0
MFM Tip With a Ferromagnetic Disk-Shaped Apex for Large Domain Scanning 具有铁磁圆盘形顶端的MFM尖端用于大域扫描
IF 2.4 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-09-07 DOI: 10.1109/TNANO.2023.3312943
Iuliia V. Vetrova;Juraj Feilhauer;Vladimír Cambel;Ján Šoltýs
We study magnetic force microscopy tips with a ferromagnetic disk-shaped apex (FMD tip). We find that it behaves as a paramagnetic-like tip when scanning large domains, i.e., it visualizes only the domain boundaries. Moreover, it significantly reduces the perturbation of soft magnetic samples and provides a longer probe lifetime compared to commercial low-moment probes. FMD tip was tested on a Co-based sample with out-of-plane magnetization and on a longitudinal magnetic media with in-plane recording. We prepared two FMD tips with disk diameters of 150 and 325 nm in order to analyze how the disk diameter affects the probe sensitivity and the measured width of the domain wall. Experimental results are supported by analytical calculations and numerical simulations.
我们研究了具有铁磁盘状尖端(FMD尖端)的磁力显微镜尖端。我们发现,当扫描大的畴时,它表现为一个顺磁性的尖端,即,它只显示畴的边界。此外,它显著减少了软磁样品的扰动,与商用低力矩探针相比,它提供了更长的探针寿命。在面外磁化的钴基样品和面内记录的纵向磁性介质上对FMD尖端进行了测试。我们制备了两个圆盘直径分别为150 nm和325 nm的FMD探针,以分析圆盘直径对探针灵敏度和测量的畴壁宽度的影响。实验结果得到了解析计算和数值模拟的支持。
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引用次数: 0
Impedance Analysis of Liquid Film Formed on Electrically Stressed Cr Thin Films 应力Cr薄膜上形成液膜的阻抗分析
IF 2.4 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-08-31 DOI: 10.1109/TNANO.2023.3310501
Swapnendu N. Ghosh;Santanu Talukder
Electric field initiated chemical reactions result in surface modifications which have potential applications in the field of micro- and nano-scale patterning and the same is demonstrated through the electrolithography (ELG) technique. In ELG, electrochemical reaction backed modifications on chromium (Cr) thin films have resulted in patterns having a width in the nanometer range. The chemical reaction on the Cr surface results in the formation of a liquid compound. The reaction equation has a similar anatomy to that of a local anodic oxidation reaction. The liquid material formation process takes place under the influence of both unidirectional and alternating electric fields. However, the true nature of the formed liquid region, specifically its electronic characteristic, remains unknown. In this study, we explore the electrical properties of the said liquid domain by employing impedance spectroscopy. Frequency sweeps are carried out in a range spanning five orders of magnitude, from 10 Hz to 1 MHz, on the liquid region formed on electrical stressing of Cr films of thickness 100 nm. Based on the studies, a simple equivalent electrical circuit is proposed. The circuit model is justified with fundamental physics. The impedance spectroscopy results also help us to estimate a time constant for the liquid material formation process. The results of this study will help us better regulate the material formation process on Cr thin films and thereby control the ELG process better.
电场引发的化学反应导致的表面修饰在微纳米尺度的图形领域有潜在的应用,并且通过电光刻技术(ELG)证明了这一点。在ELG中,电化学反应对铬(Cr)薄膜的修饰导致了具有纳米宽度的图案。铬表面的化学反应形成了一种液体化合物。反应方程的结构与局部阳极氧化反应相似。液体物质的形成过程在单向电场和交变电场的作用下发生。然而,形成的液体区域的真实性质,特别是其电子特性,仍然是未知的。在这项研究中,我们利用阻抗谱法探讨了所述液域的电学性质。频率扫描在10 Hz到1 MHz的5个数量级范围内进行,对厚度为100 nm的Cr薄膜在电应力下形成的液体区域进行扫描。在此基础上,提出了一种简单的等效电路。该电路模型是用基础物理学证明的。阻抗谱的结果也有助于我们估计液体物质形成过程的时间常数。本研究结果将有助于我们更好地调控Cr薄膜上的材料形成过程,从而更好地控制ELG过程。
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引用次数: 0
An Efficient Architecture of Adder Using Fault-Tolerant Majority Gate Based on Atomic Silicon Nanotechnology 基于原子硅纳米技术的高效容错多数门加法器结构
IF 2.4 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-08-29 DOI: 10.1109/TNANO.2023.3309908
Seyed-Sajad Ahmadpour;Nima Jafari Navimipour;Ali Newaz Bahar;Senay Yalcin
It is expected that Complementary Metal Oxide Semiconductor (CMOS) implementation with ever-smaller transistors will soon face significant issues such as device density, power consumption, and performance due to the requirement for challenging fabrication processes. Therefore, a new and promising computation paradigm, nanotechnology, can replace CMOS technology. In addition, a new frontier in computing is opened up by nanotechnology called atomic silicon, which has the same extraordinary behavior as quantum dots. On the other hand, atomic silicon circuits are highly prone to defects, so suggested fault-tolerant structures in this technology play important roles. The full adders have gained popularity and find widespread use in efficiently solving mathematical problems. In the following article, we will explore the development of an efficient fault-tolerant 3-input majority gate (FT-MV3) using DBs, further enhancing the capabilities of digital circuits. A rule-based approach to the redundant DB achieves a less complex and more robust atomic silicon layout for the MV3. We use the SiQAD tool to simulate proposed circuits. In addition, to confirm the efficiency of the proposed gate, all common defects, such as single and double dangling bond omission defects and DB dislocation defects, are examined. The suggested gate is 100% and 66.66% tolerant against single and double DB omission defects, respectively. Furthermore, a new adder design is introduced using the suggested FT-MV3 gate. The results show that the suggested adder is 44.44% and 35.35% tolerant against single and double DB omission defects. Finally, a fault-tolerant four-bit adder is designed based on the proposed adder.
由于对具有挑战性的制造工艺的要求,预计具有更小晶体管的互补金属氧化物半导体(CMOS)实现将很快面临诸如器件密度、功耗和性能等重大问题。因此,一个新的和有前途的计算范式,纳米技术,可以取代CMOS技术。此外,被称为原子硅的纳米技术开辟了计算的新前沿,它具有与量子点相同的非凡行为。另一方面,原子硅电路极易产生缺陷,因此建议的容错结构在该技术中起着重要作用。全加法器在有效解决数学问题方面得到了广泛的应用。在下一篇文章中,我们将探讨使用db开发一种高效的容错三输入多数门(FT-MV3),进一步增强数字电路的功能。基于规则的冗余DB方法为MV3实现了不那么复杂和更健壮的原子硅布局。我们使用SiQAD工具来模拟所提出的电路。此外,为了验证所提出栅极的效率,对所有常见缺陷,如单双悬空键遗漏缺陷和DB位错缺陷进行了检查。所建议的栅极对单DB遗漏缺陷和双DB遗漏缺陷的容忍度分别为100%和66.66%。此外,还介绍了一种新的加法器设计,采用了建议的FT-MV3门。结果表明,该加法器对单、双DB遗漏缺陷的容忍度分别为44.44%和35.35%。最后,在此基础上设计了一个容错的四位加法器。
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引用次数: 1
Photoresponsivity-Enhanced PbS Quantum Dots/Graphene/Silicon Near-Infrared Photodetectors 光响应性增强PbS量子点/石墨烯/硅近红外光电探测器
IF 2.4 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-08-29 DOI: 10.1109/TNANO.2023.3309898
Junfan Wang;Jun Chen
The high carrier mobility in graphene, together with the ease of handling and good optical properties of colloidal quantum dots, provide high-performance materials for next-generation photodetectors. In this article, we investigated PbS quantum dots/graphene/Si near-infrared (NIR) photodetectors. The absorption of infrared light was increased by inserting a layer of Al2O3 between graphene and Si to reduce the tunneling of carriers, and spin-coating PbS quantum dots on graphene to form a thin film by liquid phase exchange to replace ligands, thereby improving the device performance of PbS quantum dots/graphene/Si NIR photodetectors. Under the incident 1550 nm light, the responsivity of the detector is 0.16 A/W. Our work contributes to the study of related near-infrared silicon-based photodetectors.
石墨烯的高载流子迁移率,加上胶体量子点易于操作和良好的光学特性,为下一代光电探测器提供了高性能材料。在本文中,我们研究了PbS量子点/石墨烯/硅近红外(NIR)光电探测器。通过在石墨烯和硅之间插入一层Al2O3来减少载流子的隧穿,并通过液相交换在石墨烯上自旋涂覆PbS量子点形成薄膜以取代配体,从而提高了PbS量子点/石墨烯/Si近红外光电探测器的器件性能。在1550 nm入射光下,探测器的响应度为0.16 A/W。我们的工作有助于相关近红外硅基光电探测器的研究。
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引用次数: 0
Sensitivity Analysis of I-Shape TFET Biosensor Considering Repulsive Steric and Trap Effects 考虑排斥性位阻和陷阱效应的i型TFET生物传感器灵敏度分析
IF 2.4 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-08-28 DOI: 10.1109/TNANO.2023.3309411
Shreyas Tiwari;Rajesh Saha
In this work, a dielectric modulated (DM) I-shape Tunnel FET based label-free biosensor has been explored on considering both the repulsive steric effect (RSE) and trap effect in the TCAD simulator. The gate oxide layer is aligned over the N+ pocket on both side source regions to enhance the tunneling rate. Moreover, the impact of trap impurities and steric effects are reported by extracting the drain current (ID), energy band diagram, surface potential (ψ), current ratio, and drain current sensitivity (SION) for the variation in length of cavity (LC), thickness of cavity (TC), and supply voltage (VDS). Furthermore, the noise assessment parameter has been explored on considering of same non-idealistic effects. It is seen that on considering RSE and trap impurities, the streptavidin biomolecules report an error in sensitivity (60.1%)NoTrap and (108.6%)Trap.
在这项工作中,研究了一种基于介质调制(DM) i型隧道场效应管的无标签生物传感器,同时考虑了TCAD模拟器中的排斥立体效应(RSE)和陷阱效应。栅极氧化层排列在两侧源区的N+袋上,以提高隧穿速率。此外,通过提取漏极电流(ID)、能带图、表面电位(ψ)、电流比和漏极电流灵敏度(SION)对腔长(LC)、腔厚(TC)和电源电压(VDS)变化的影响,报道了陷阱杂质和位阻效应的影响。在此基础上,探讨了考虑相同非理想效应的噪声评价参数。可以看出,在考虑RSE和陷阱杂质的情况下,链霉亲和素生物分子在NoTrap和trap的灵敏度上存在误差(60.1%)。
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引用次数: 0
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IEEE Transactions on Nanotechnology
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