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Impact of Strain on Sub-3 nm Gate-All-Around CMOS Logic Circuit Performance Using a Neural Compact Modeling Approach 使用神经紧凑建模方法分析应变对 3 纳米以下栅极全方位 CMOS 逻辑电路性能的影响
IF 2 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-09-13 DOI: 10.1109/JEDS.2024.3459872
Ji Hwan Lee;Kihwan Kim;Kyungjin Rim;Soogine Chong;Hyunbo Cho;Saeroonter Oh
Impact of strain of sub-3 nm gate-all-around (GAA) CMOS transistors on the circuit performance is evaluated using a neural compact model. The model was trained using 3D technology computer-aided design (TCAD) device simulation data of GAA field-effect transistors (FETs) subjected to both tensile and compressive strain in nMOS and pMOS devices. Strain was induced into the channel via lattice mismatch between the channel and source/drain epitaxial regions, as simulated by 3D TCAD process simulator. The transport models were calibrated against advanced Monte Carlo simulations to ensure accuracy. The resulting neural compact model demonstrated a close approximation to the original simulation results, achieving a minimal error of 1%. To assess the strain effect on circuit-level performance, SPICE simulations were conducted for a 5-stage ring oscillator and a 2-input NAND gate using the neural compact model. The propagation delay of the 5-stage ring oscillator improved from 3.60 ps to 2.85 ps when implementing strained GAA FETs. Also, strain enhanced the power-delay product of the 2-input NAND gate by 13.8% to 15.5%, depending on the input voltage sequence.
使用神经紧凑模型评估了 3 纳米以下全栅极 (GAA) CMOS 晶体管应变对电路性能的影响。该模型是利用三维技术计算机辅助设计(TCAD)器件仿真数据进行训练的,这些数据是在 nMOS 和 pMOS 器件中承受拉伸和压缩应变的 GAA 场效应晶体管(FET)。应变通过沟道与源极/漏极外延区之间的晶格失配诱导到沟道中,由三维 TCAD 过程模拟器进行模拟。传输模型根据先进的蒙特卡罗模拟进行了校准,以确保准确性。结果显示,神经网络模型与原始模拟结果非常接近,误差最小为 1%。为了评估应变对电路级性能的影响,我们使用神经精简模型对 5 级环形振荡器和 2 输入 NAND 栅极进行了 SPICE 仿真。当采用应变 GAA FET 时,5 级环形振荡器的传播延迟从 3.60 ps 缩短到 2.85 ps。此外,应变还将 2 输入 NAND 栅极的功率延迟乘积提高了 13.8% 至 15.5%,具体取决于输入电压序列。
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引用次数: 0
A Novel Parallel In-Memory Logic Array Based on Programmable Diodes 基于可编程二极管的新型并行内存逻辑阵列
IF 2 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-09-10 DOI: 10.1109/JEDS.2024.3457021
Jiabao Ye;Junyu Zhu;Jifang Cao;Haoxiong Bi;Yong Ding;Bing Chen
Computing-In-Memory (CIM) is widely applied in neural networks due to its unique capability to perform multiply-and-accumulate operations within a circuit array. This process directly obtains the current value through the product of voltage and conductance, accumulating it on the bit line, thus realizing storage and computing functionalities simultaneously within a single array. This significantly reduces the power consumption and time delay in data processing. Unfortunately, implementing general-purpose logic computations in large-scale memory arrays with CIM remains a challenge. This paper introduced a novel device concept, the programmable diode—a special type of memristor with a high switching window, ideally suited for memory arrays to reduce power consumption. A compact SPICE model was developed to enable circuit-level simulations in EDA tools. We also proposed a method to efficiently control the programmable diode for logic operations in memory arrays, and in this way, we constructed a parallel 8-bit full adder to verify the feasibility of the proposed method. Finally, based on the 8-bit full adder, we built a 5KB in-memory logic array capable of executing logic computations and simulated it using EDA tools. The simulation results demonstrated that the 5KB in-memory logic array can perform fundamental Boolean logic and arithmetic operations with high repeatability and parallelism, perfectly realizing the functionality of in-memory logic computation. Our work can provide a feasible scheme for realizing large-scale general logic computation systems based on CIM.
内存计算(CIM)因其在电路阵列中执行乘法和累加运算的独特能力而被广泛应用于神经网络。这一过程通过电压和电导的乘积直接获得电流值,并将其累加到位线上,从而在单个阵列中同时实现存储和计算功能。这大大降低了数据处理的功耗和时间延迟。遗憾的是,利用 CIM 在大规模存储器阵列中实现通用逻辑运算仍是一项挑战。本文介绍了一种新型器件概念--可编程二极管--一种具有高开关窗口的特殊类型忆阻器,非常适合用于降低功耗的存储器阵列。我们开发了一个紧凑的 SPICE 模型,以便在 EDA 工具中进行电路级仿真。我们还提出了一种在存储器阵列中有效控制可编程二极管进行逻辑运算的方法,并以此构建了一个并行 8 位全加法器来验证所提方法的可行性。最后,在 8 位全加法器的基础上,我们构建了一个能够执行逻辑运算的 5KB 内存逻辑阵列,并使用 EDA 工具对其进行了仿真。仿真结果表明,5KB 内存逻辑阵列能以高重复性和并行性执行基本的布尔逻辑和算术运算,完美地实现了内存逻辑运算的功能。我们的工作为实现基于 CIM 的大规模通用逻辑计算系统提供了可行方案。
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引用次数: 0
Wafer-Scale Monolithic Integration of LEDs with p-GaN-Depletion MOSFETs on a GaN LED Epitaxial Layer 晶圆级单片集成 LED 与 GaN LED 外延层上的 p-GaN 损耗 MOSFET
IF 2 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-09-06 DOI: 10.1109/JEDS.2024.3455256
Boseong Son;Huijin Kim;Young-Woong Lee;Purusottam Reddy Bommireddy;Si-Hyun Park
We developed a monolithically integrated device consisting of a single GaN LED and two p-GaN-depletion MOSFETs on a GaN LED epitaxial layer. The p-GaN-depletion MOSFETs exhibited a subthreshold slope of 1 V/decade and a threshold voltage of –2 V, whereas the LED exhibited a forward voltage of 3.5 V at 1 mA and an electroluminescence peak of 445 nm. The device could be controlled by the scan voltage, with $V_{DD}$ ranging from 1 to 2 V, and cut off the total current with an applied scan voltage greater than 3 V. This work represents an important step towards the monolithic integration of LED and transistors for use in active-matrix micro-LED displays.
我们开发了一种单片集成器件,包括一个氮化镓发光二极管和两个位于氮化镓发光二极管外延层上的p-氮化镓损耗MOSFET。对氮化镓损耗 MOSFET 的阈下斜率为 1 V/decade,阈值电压为 -2 V,而 LED 在 1 mA 电流下的正向电压为 3.5 V,电致发光峰值为 445 nm。该器件可由扫描电压控制,$V_{DD}$范围为 1 至 2 V,并可在扫描电压大于 3 V 时切断总电流。
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引用次数: 0
Negative Activation Energy of Gate Reliability in Schottky-Gate p-GaN HEMTs: Combined Gate Leakage Current Modeling and Spectral Electroluminescence Investigation 肖特基栅p-GaN HEMT中栅极可靠性的负活化能:栅极漏电流建模与光谱电致发光调查相结合
IF 2 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-09-04 DOI: 10.1109/JEDS.2024.3454334
Manuel Fregolent;Mirco Boito;Michele Disarò;Carlo De Santi;Matteo Buffolo;Eleonora Canato;Michele Gallo;Cristina Miccoli;Isabella Rossetto;Giansalvo Pizzo;Alfio Russo;Ferdinando Iucolano;Gaudenzio Meneghesso;Enrico Zanoni;Matteo Meneghini
For the first time, we use electrical characterization, spectrally-resolved electroluminescence measurements and degradation tests to explain the negative activation energy of gate reliability in power GaN HEMTs with p-GaN Schottky gate. First, the origin of gate leakage current was modeled. The results indicate that the gate leakage current originates from three different mechanisms: (i) thermionic emission of electrons from the uid-GaN layer across the AlGaN barrier, for gate voltages below threshold $(V_{G} lt V_{TH})$ , (ii) thermionic emission of electrons from the channel to the p-GaN layer $(V_{TH} lt V_{G} lt 4.5 V)$ and (iii) trap-assisted-tunneling of holes at the Schottky metal for higher gate voltages. Then, the analysis of the reliability as function of gate bias demonstrated a negative activation energy (longer lifetime at high temperature). By analyzing the electroluminescence spectra under high positive bias, the improved time to failure at high temperatures was ascribed to the increased hole injection and recombination, that reduces the overall number of electrons that undergo avalanche multiplication, leading to the breakdown. Finally, the model was validated by comparing the electrical properties and conduction model of the devices pre- and post-stress.
我们首次利用电气特性分析、光谱分辨电致发光测量和降解测试来解释具有 p-GaN 肖特基栅极的功率 GaN HEMT 栅极可靠性的负活化能。首先,对栅极漏电流的起源进行了建模。结果表明,栅极漏电流源于三种不同的机制:(i) 当栅极电压低于阈值 $(V_{G} lt V_{TH})$ 时,电子从 uid-GaN 层穿过 AlGaN 势垒的热离子发射;(ii) 电子从沟道到 p-GaN 层的热离子发射 $(V_{TH} lt V_{G} lt 4.5 V);(iii) 在更高的栅极电压下,肖特基金属上的空穴阱辅助隧道。然后,通过分析可靠性与栅极偏压的函数关系,证明了负活化能(高温下寿命更长)。通过分析高正偏压下的电致发光光谱,高温下失效时间延长的原因是空穴注入和重组增加,从而减少了发生雪崩倍增并导致击穿的电子总数。最后,通过比较应力前后器件的电气特性和传导模型,验证了该模型。
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引用次数: 0
Highly Uniform Low Gray AMOLED Pixel Using Stable Circuit and Duty Ratio Modulation Driving 利用稳定电路和占空比调制驱动高度均匀的低灰度 AMOLED 像素
IF 2 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-09-02 DOI: 10.1109/JEDS.2024.3452753
Chanjin Park;Hee-Ok Kim;Jong-Heon Yang;Jae-Eun Pi;Yong-Duck Kim;Chun-Won Byun;Kyeong-Soo Kang;Ji-Hwan Park;Minji Kim;Hyoungsik Nam;Soo-Yeon Lee
In this paper, a new pixel circuit for active matrix organic light-emitting diode (AMOLED) display that can achieve high uniformity in low gray levels and its driving method are proposed. The proposed circuit compensates for threshold voltage variation of thin-film-transistors (TFTs), with the structure that minimizes the loss of sensed threshold voltage. However, the high current error rate in extremely low gray level is unavoidable, as the driving TFT (DRT) operates in subthreshold region, where the current difference caused by the threshold voltage variation can be severe. To suppress high error rates in low gray levels, the operation region of DRT is restricted to the saturation region, by adopting duty ratio modulation (DRM) method. With the DRM method, low gray is expressed with high current value and short emission time. The viability of the proposed circuit and its operation are analyzed with HSPICE. Compared to the conventional driving method, DRM significantly reduces the current error rate in low gray area. The proposed circuit is fabricated within 220 $mu {mathrm {m}} times 440 mu {mathrm {m}}$ . The measurement of the circuit also verified the capability of the proposed circuit and the DRM method.
本文提出了一种用于有源矩阵有机发光二极管(AMOLED)显示屏、可在低灰度级实现高均匀性的新型像素电路及其驱动方法。所提出的电路可补偿薄膜晶体管(TFT)的阈值电压变化,其结构可最大限度地减少感应阈值电压的损失。然而,由于驱动 TFT(DRT)工作在亚阈值区,阈值电压变化造成的电流差可能非常大,因此在极低灰度级时不可避免地会出现高电流误差率。为了抑制低灰度级的高错误率,通过采用占空比调制 (DRM) 方法,将 DRT 的工作区域限制在饱和区域。通过 DRM 方法,低灰度可以用高电流值和短发射时间来表示。我们利用 HSPICE 分析了拟议电路的可行性及其运行情况。与传统驱动方法相比,DRM 大大降低了低灰度区域的电流误差率。所提出的电路可在 220 $mu {mathrm {m} 内制作完成。}440 次。电路的测量也验证了所提电路和 DRM 方法的能力。
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引用次数: 0
An Approach to Determine Noise Model Parameter for Submicron MOSFET from RF Noise Figure Measurement 从射频噪声系数测量中确定亚微米 MOSFET 噪声模型参数的方法
IF 2 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-09-02 DOI: 10.1109/JEDS.2024.3453408
Hanqi Gao;Jing Jin;Jianjun Zhou
An extraction method to obtain the noise model parameter $T_{mathrm { d}}$ in deep submicron MOSFETs directly from radio frequency (RF) scattering parameters and noise figure measurements is presented. A simplified noise equivalent circuit, along with closed-form solutions to calculate the RF noise figure of MOSFET is developed. On-wafer experimental verification is presented and a comparison with tuner based method is given. Good agreement is obtained between simulated and measured results for $16times 1times 2{{mu }rm m}$ (number of gate fingers $times $ unit gatewidth $times $ cells) gatelength MOSFETs.
本文介绍了一种直接从射频(RF)散射参数和噪声系数测量值获得深亚微米 MOSFET 中噪声模型参数 $T_{mathrm { d}}$ 的提取方法。研究还开发了一种简化的噪声等效电路,以及计算 MOSFET 射频噪声系数的闭式解。介绍了晶圆上的实验验证,并与基于调谐器的方法进行了比较。对于 $16times 1times 2{mu }rm m}$(栅极手指数 $times $ 单位栅极宽度 $times $ 单元)栅极长度的 MOSFET,模拟和测量结果之间存在良好的一致性。
{"title":"An Approach to Determine Noise Model Parameter for Submicron MOSFET from RF Noise Figure Measurement","authors":"Hanqi Gao;Jing Jin;Jianjun Zhou","doi":"10.1109/JEDS.2024.3453408","DOIUrl":"https://doi.org/10.1109/JEDS.2024.3453408","url":null,"abstract":"An extraction method to obtain the noise model parameter \u0000<inline-formula> <tex-math>$T_{mathrm { d}}$ </tex-math></inline-formula>\u0000 in deep submicron MOSFETs directly from radio frequency (RF) scattering parameters and noise figure measurements is presented. A simplified noise equivalent circuit, along with closed-form solutions to calculate the RF noise figure of MOSFET is developed. On-wafer experimental verification is presented and a comparison with tuner based method is given. Good agreement is obtained between simulated and measured results for \u0000<inline-formula> <tex-math>$16times 1times 2{{mu }rm m}$ </tex-math></inline-formula>\u0000 (number of gate fingers \u0000<inline-formula> <tex-math>$times $ </tex-math></inline-formula>\u0000 unit gatewidth \u0000<inline-formula> <tex-math>$times $ </tex-math></inline-formula>\u0000 cells) gatelength MOSFETs.","PeriodicalId":13210,"journal":{"name":"IEEE Journal of the Electron Devices Society","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2024-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10663413","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142165101","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
High Power 190 GHz Frequency Doubler Based On GaAs Schottky Diode 基于砷化镓肖特基二极管的 190 GHz 高功率倍频器基座
IF 2 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-09-02 DOI: 10.1109/JEDS.2024.3453122
Nan Wu;Zhi Jin;Jingtao Zhou;Haomiao Wei;Zhicheng Liu;Jianming Lin
The research on high power 190 GHz doubler based on the GaAs Schottky diodes is proposed in this paper. The frequency doubler comprises a improved diode configuration that increases the number of anodes by changing the diode arrangement to improve power handling capacity. Electromagnetic and thermal simulation is utilized to demonstrate that the doubler can carry more power. The input power is gradually pumping from 200 mW to 500 mW with an applied DC bias of −15 V. And the peak efficiency of the doubler is measured to be 17%, while the maximum output power is 85 mW at 190 GHz.
本文提出了基于砷化镓肖特基二极管的 190 GHz 高功率倍频器研究。该倍频器采用改进的二极管配置,通过改变二极管排列来增加阳极数量,从而提高功率处理能力。电磁和热仿真证明了倍频器可以承载更大的功率。输入功率从 200 mW 逐步提升到 500 mW,直流偏置电压为 -15 V,倍频器的峰值效率为 17%,190 GHz 时的最大输出功率为 85 mW。
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引用次数: 0
Impact of the Scaling of LGS and LG on the On-State Breakdown Voltage of InAlN/GaN HFETs With Localized Fin Under the Gate Electrode 栅电极下有局部鳍片的 InAlN/GaN HFET 的 LGS 和 LG 缩放对通态击穿电压的影响
IF 2 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-08-26 DOI: 10.1109/JEDS.2024.3449798
Yatexu Patel;Pouya Valizadeh
In this manuscript, we have investigated the impact of the scaling of the gate-source length (LGS) and gate length (LG) on the on-state breakdown voltage (BVon) of metallic-face InAlN/AlN/GaN heterostructure field effect transistors (HFETs) having fin structures only under the gate and those having them stretched from source to drain. The results show that the downscaling of LGS and LG augments the electron velocity in the source-access region. Due to current conservation, the higher carrier velocity in the source-access region for the devices having shorter LGS and LG induces a higher electron density under the gated-channel. From what is theoretically observed, the presence of higher electron density close to the boundary with the velocity saturation region at the drain edge of the gate in devices having shorter LGS and LG does seem to initiate the device breakdown at lower drain voltages, leading to the deterioration of the on-state breakdown voltage.
在本手稿中,我们研究了栅-源长度(LGS)和栅长度(LG)的缩放对金属面 InAlN/AlN/GaN 异质结构场效应晶体管(HFET)导通击穿电压(BVon)的影响。结果表明,LGS 和 LG 的缩减提高了源极-汲极区域的电子速度。由于电流守恒,LGS 和 LG 较短的器件在源极接入区的载流子速度较高,从而导致栅极沟道下的电子密度较高。从理论上观察,在 LGS 和 LG 较短的器件中,靠近栅极漏极边缘速度饱和区边界的较高电子密度似乎会在较低的漏极电压下引发器件击穿,从而导致导通击穿电压恶化。
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引用次数: 0
Discrete-Trap Effects on 3-D NAND Variability – Part I: Threshold Voltage 离散阱对 3-D NAND 变异性的影响 - 第一部分:阈值电压
IF 2 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-08-21 DOI: 10.1109/JEDS.2024.3447149
Gerardo Malavena;Salvatore M. Amoroso;Andrew R. Brown;Plamen Asenov;Xi-Wei Lin;Victor Moroz;Mattia Giulianini;David Refaldi;Christian Monzio Compagnoni;Alessandro S. Spinelli
In this two-part article we discuss the difference between a continuous and a discrete approach to trap modeling in the simulation of 3-D NAND Flash memories with polysilicon channel. In Part I we focus on threshold voltage $({mathrm { V}}_{mathrm { T}})$ fluctuations induced by traps and show that lower values for the average and rms ${mathrm { V}}_{mathrm { T}}$ arise when the discrete nature of traps is accounted for. We explain such differences in terms of a stronger percolation that leads to a lower number of filled traps in the discrete-trap case, and investigate such differences as a function of cell parameters and temperature. Finally, we compare the two approaches showing that a continuous trap model cannot reproduce the correct dependences resulting from a discrete treatment.
在这篇文章中,我们将分两部分讨论在多晶硅通道 3-D NAND 闪存的仿真中,陷阱建模的连续方法和离散方法之间的区别。在第一部分中,我们重点讨论了陷阱引起的阈值电压$({mathrm { V}}_{mathrm { T}})$波动,并表明当考虑陷阱的离散性时,平均值和均方根值${mathrm { V}}_{mathrm { T}}$会更低。我们用离散陷阱情况下更强的渗流导致更低的填充陷阱数量来解释这种差异,并研究了这种差异与电池参数和温度的函数关系。最后,我们对两种方法进行了比较,结果表明连续陷阱模型无法再现离散处理所产生的正确依赖关系。
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引用次数: 0
Temperature-Dependent Electrical Characteristics and Low-Frequency Noise Analysis of AlGaN/GaN HEMTs AlGaN/GaN HEMT 随温度变化的电气特性和低频噪声分析
IF 2 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-08-21 DOI: 10.1109/JEDS.2024.3447022
Qiang Chen;Y. Q. Chen;Chang Liu;Zhiyuan He;Yuan Chen;K. W. Geng;Y. J. He;W. Y. Chen
In this paper, we investigate the electrical characteristics of AlGaN/GaN HEMTs at the lowest temperature of 20 K. The measurement results indicate that the output current of the device decreases significantly with increasing temperature at temperature ranging from 40 K to 260 K, and the saturation drain current decreases by 19%. The gate leakage current rises slightly when the temperature increases. However, both the transfer and C-V characteristics indicate that the threshold voltage shift slightly in a negative direction as the temperature rises. In order to determine the physical mechanism of electrical characteristics change, the low-frequency noise (LFN) characteristics at different temperatures were measured and the density of traps was extracted. Finally, we consider that there are two competing mechanisms affecting the electrical characteristics of devices. The trap density reduction caused by temperature rise leads to threshold voltage’s negative shift, while the drop of 2DEG mobility is the main reason for the decrease of output current.
测量结果表明,在 40 K 至 260 K 的温度范围内,器件的输出电流随着温度的升高而显著减小,饱和漏极电流减小了 19%。温度升高时,栅极漏电流略有上升。然而,转移特性和 C-V 特性都表明,随着温度升高,阈值电压略微向负方向移动。为了确定电气特性变化的物理机制,我们测量了不同温度下的低频噪声(LFN)特性,并提取了陷阱密度。最后,我们认为有两种相互竞争的机制影响着器件的电气特性。温度升高引起的陷阱密度降低导致阈值电压负移,而二维电子元件迁移率下降则是输出电流降低的主要原因。
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引用次数: 0
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IEEE Journal of the Electron Devices Society
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