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A 1.1-nJ/Classification True Analog Current Computing on Multilayer Neural Network With Crystalline-IGZO/Si-CMOS Monolithic Stack Technology 利用晶体-IGZO/Si-CMOS 单片叠层技术的多层神经网络计算 1.1-nJ/Classification 真实模拟电流
IF 2 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-08-07 DOI: 10.1109/JEDS.2024.3439712
Kazuki Tsuda;Kazuma Furutani;Yuto Yakubo;Hiromichi Godo;Yoshinori Ando;Atsutake Kosuge;Toru Nakura;Shunpei Yamazaki
We prototyped a true analog current computing multilayer neural network (NN) chip, where multiple analog in-memory computing (AiMC) circuit blocks are connected to each other via simple analog non-linear operation circuits. The true analog current computing is achieved with the invention of an analog current rectified linear unit (ReLU) circuit of a three-stage current mirror. With the prototyped NN chip, we demonstrated that the true analog computing (1) achieves process variation compensation utilizing current driving, (2) eliminates digital-analog or analog-digital data conversion between NNs, and (3) realizes low power inference, not only in multiply-accumulate (MAC) but in ReLU operation. Through classification of Mixed National Institute of Standards and Technology dataset, the chip exhibits a low energy of 1.1 nJ/classification and an accuracy of 91.6%, achieves weight retention of five hours, much longer than dynamic random access memory, and enables 68% power reduction compared with serially connected two single-layer NN chips with analog-digital converters and digital-analog converters in between. Although periodic refresh from an external storage class memory is necessary for applications that require continuous operation exceeding five hours, our AiMC capable of MAC and non-linear operations with low power is effective in applications such as edge artificial intelligence terminals with limited power sources.
我们制作了真正的模拟电流计算多层神经网络(NN)芯片原型,其中多个模拟内存计算(AiMC)电路块通过简单的模拟非线性运算电路相互连接。三级电流镜的模拟电流整流线性单元(ReLU)电路的发明实现了真正的模拟电流计算。通过原型 NN 芯片,我们证明了真正的模拟计算:(1) 利用电流驱动实现了工艺变化补偿;(2) 消除了 NN 之间的数模或模数数据转换;(3) 实现了低功耗推理,不仅在乘法累加(MAC)中如此,在 ReLU 运算中也是如此。通过对美国国家标准与技术研究院的混合数据集进行分类,该芯片实现了 1.1 nJ/分类的低能耗和 91.6% 的准确率,重量保持时间长达 5 小时,远远超过动态随机存取存储器,与串行连接的两个单层 NN 芯片(中间带有模拟数字转换器和数字模拟转换器)相比,功耗降低了 68%。虽然对于需要连续工作超过五小时的应用来说,从外部存储类存储器定期刷新是必要的,但我们的 AiMC 能够以低功耗进行 MAC 和非线性操作,在诸如电源有限的边缘人工智能终端等应用中非常有效。
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引用次数: 0
Fast-Read Storage Performance by Thyristor Operation in 3-D Flash Memory 三维闪存中晶闸管的快速读取存储性能
IF 2 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-08-06 DOI: 10.1109/JEDS.2024.3438886
Tomoya Sanuki;Hideto Horii;Takashi Maeda
In this work, we report the fast-read storage performance of thyristor operation in 3D flash memory. By forming a pseudo N+/P/N/P+ structure with the word line (WL) bias of 3D string cells, thyristor operation with steep switching characteristics and a high on-current can be obtained. It is known that there is a strong cell-to-cell interference effect in thyristor operation, and in previous report (Horii et al., 2020), we have suggested novel WL bias conditions, referred to as the wide barrier mode, that can suppress the cell-to-cell interference effect. In order to evaluate the advantages of thyristor operation in 3D flash memory further, we report for the first time the several cell characteristics and reliability issues of thyristor operation required for the actual usage of storage products. (1) We demonstrate excellent cell characteristics of a wide programmed Vth window and sufficient program slope values in thyristor operation, which are indispensable for realizing multi-level cells. (2) Cell characteristics of thyristor operation exhibit hysteresis when sweeping in the WL direction but not in the bit line (BL) direction, which is essential for determining the read operating waveform. (3) Our proposed new WL biasing scheme to suppress the cell-to-cell interference effect is described with a more detailed dependence on adjacent cells and its effect on the on-current. We show that a high on-current can still be achieved even with highly stacked WL of approximately 100 layers. (4) In terms of reliability issues, thyristor operation exhibits a sufficient margin against read cycle stress with minimal change in the cell Vth even after 2 million read cycles. Thyristor operation can be applied to storage products even in read-intensive applications. (5) We also describe storage performance, including read latency and bandwidth, for SLC and QLC mode in memory arrays with highly stacked WL of approximately 100 layers. Thyristor operation of 3D flash memory is a strong candidate for future high-speed storage products, as it can significantly improve read latency and program throughput.
在这项研究中,我们报告了晶闸管在三维闪存中的快速读取存储性能。通过利用三维串单元的字线(WL)偏置形成伪 N+/P/N/P+ 结构,可以获得具有陡峭开关特性和高导通电流的晶闸管操作。众所周知,晶闸管工作时存在较强的单元间干扰效应,而在之前的报告(Horii 等人,2020 年)中,我们提出了可抑制单元间干扰效应的新型 WL 偏置条件(称为宽势垒模式)。为了进一步评估晶闸管工作在三维闪存中的优势,我们首次报告了晶闸管工作在存储产品实际使用中所需的几个单元特性和可靠性问题。(1) 我们证明了晶闸管工作时具有宽编程 Vth 窗口和足够的编程斜率值等优异的单元特性,这些特性对于实现多级单元是不可或缺的。(2) 晶闸管工作时的单元特性在向 WL 方向扫描时表现出滞后,而在向位线(BL)方向扫描时则没有,这对于确定读取工作波形至关重要。(3) 我们提出的抑制单元间干扰效应的新 WL 偏置方案,更详细地描述了对相邻单元的依赖性及其对导通电流的影响。我们的研究表明,即使 WL 高度堆叠(约 100 层),也能实现较高的导通电流。(4) 就可靠性问题而言,晶闸管操作对读取周期压力有足够的裕度,即使在 200 万次读取周期后,单元 Vth 的变化也微乎其微。晶闸管运行可用于读取密集型应用的存储产品。(5) 我们还介绍了 SLC 和 QLC 模式在具有约 100 层高度堆叠 WL 的存储器阵列中的存储性能,包括读取延迟和带宽。晶闸管工作的三维闪存是未来高速存储产品的有力候选,因为它能显著改善读取延迟和程序吞吐量。
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引用次数: 0
Abnormal Temperature and Bias Dependence of Threshold Voltage Instability in p-GaN/AlGaN/GaN HEMTs p-GaN/AlGaN/GaN HEMT 中阈值电压不稳定性的异常温度和偏置依赖性
IF 2 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-08-01 DOI: 10.1109/JEDS.2024.3436820
Myeongsu Chae;Ho-Young Cha;Hyungtak Kim
In this work, we investigated the instability of threshold voltage (Vth) in p-GaN/AlGaN/GaN high electron mobility transistors (HEMTs) under positive gate biases and high temperatures. We reveal an abnormal temperature dependence of threshold voltage instability, suggesting that threshold voltage instability significant differences at elevated temperatures and is primarily attributed to the trapping/detrapping of charged carriers. Notably, the positive shift in threshold voltage diminished and eventually reversed at low gate bias as the temperature increased. In contrast, the negative shift intensified with increasing temperature but began to mitigate above 100°C at high gate bias due to an enhanced de-trapping process of electrons and holes. These results suggest the presence of multiple mechanisms behind the threshold voltage instability under varying thermal conditions.
在这项工作中,我们研究了 p-GaN/AlGaN/GaN 高电子迁移率晶体管(HEMT)在正栅极偏压和高温条件下阈值电压(Vth)的不稳定性。我们揭示了阈值电压不稳定性的异常温度依赖性,表明阈值电压不稳定性在高温下存在显著差异,主要归因于带电载流子的捕获/俘获。值得注意的是,阈值电压的正移随着温度的升高而减小,并最终在低栅极偏置时逆转。相反,负偏移随着温度的升高而加剧,但由于电子和空穴的去捕获过程增强,在栅极偏压高于 100°C 时,负偏移开始减轻。这些结果表明,在不同的热条件下,阈值电压不稳定背后存在多种机制。
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引用次数: 0
Explicit Function Model of Electromagnetic Reliability for CMOS Inverters Under HPM Coupling Based on Physical Mechanism Analysis and Neural Network Algorithm 基于物理机制分析和神经网络算法的 HPM 耦合下 CMOS 逆变器电磁可靠性显式函数模型
IF 2.3 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-07-31 DOI: 10.1109/jeds.2024.3436063
Huikai Chen, Jinbin Pan, Shulong Wang, Liutao Li, Jin Huang, Shupeng Chen, Hongxia Liu
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引用次数: 0
Demonstration of SA TG Coplanar IGZO TFTs With Large Subthreshold Swing Using the Back-Gate Biasing Technique for AMOLED Applications 利用反向栅极偏压技术为 AMOLED 应用展示具有大亚阈值波动的 SA TG 共面 IGZO TFT
IF 2 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-07-29 DOI: 10.1109/JEDS.2024.3434613
Chae-Eun Oh;Ye-Lim Han;Dong-Ho Lee;Jin-Ha Hwang;Hwan-Seok Jeong;Myeong-Ho Kim;Kyoung-Seok Son;Sunhee Lee;Sang-Hun Song;Hyuck-In Kwon
We demonstrate that the shorter channel self-aligned top-gate (SA TG) coplanar indiumgallium- zinc oxide (IGZO) thin-film transistors (TFTs), with negative voltage applied to the back-gate, exhibit superior characteristics as driving transistors in organic light-emitting diode (OLED) pixels compared to their longer channel counterparts. The shorter channel IGZO TFTs (with a channel length (L) of 3 μm) biased with a back gate voltage of −3.5 V showed a larger subthreshold swing (SS = 0.21 V/dec) than the longer channel ones (with L = 5 μm, SS = 0.16 V/dec) with a similar threshold value (VTH = 0.7–0.8 V). A large SS is beneficial for controlling grayscale levels, especially at low gray levels, when IGZO TFTs are used as driving transistors in OLED pixels. Furthermore, the negatively back-gate-biased shorter channel SA TG coplanar IGZO TFTs exhibited significantly enhanced electrical stability compared to the longer channel ones under both positive gate bias and hot carrier stresses. The findings of this study are expected to be useful in expanding the utility of IGZO TFTs in OLED displays.
我们证明,在背栅施加负电压的短沟道自对准顶栅(SA TG)共面铟镓锌氧化物(IGZO)薄膜晶体管(TFT)与长沟道晶体管相比,在有机发光二极管(OLED)像素中作为驱动晶体管具有更优越的特性。与阈值(VTH = 0.7-0.8 V)相似的长沟道(沟道长度为 5 μm,SS = 0.16 V/dec)相比,背栅电压为 -3.5 V 的短沟道 IGZO TFT(沟道长度为 3 μm)显示出更大的阈下摆动(SS = 0.21 V/dec)。当 IGZO TFT 用作 OLED 像素的驱动晶体管时,较大的 SS 有利于控制灰度级,尤其是低灰度级。此外,与长沟道 IGZO TFT 相比,负背栅偏压的短沟道 SA TG 共面 IGZO TFT 在正栅偏压和热载流子应力下的电气稳定性都有显著提高。这项研究的结果有望有助于扩大 IGZO TFT 在 OLED 显示屏中的应用。
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引用次数: 0
Plasma-Enhanced Atomic Layer Deposition-Based Ferroelectric Field-Effect Transistors 基于等离子体增强原子层沉积的铁电场效应晶体管
IF 2 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-07-29 DOI: 10.1109/JEDS.2024.3434598
Chinsung Park;Prasanna Venkat Ravindran;Dipjyoti Das;Priyankka Gundlapudi Ravikumar;Chengyang Zhang;Nashrah Afroze;Lance Fernandes;Yu Hsin Kuo;Jae Hur;Hang Chen;Mengkun Tian;Winston Chern;Shimeng Yu;Asif Islam Khan
The use of the plasma-enhanced atomic layer deposition (ALD) technique for the deposition of HfO2-based ferroelectrics has received attention in recent years primarily due to wake-up free operation. However, these studies have primarily focused on metal-ferroelectric-metal (MFM) structures. In this work, we investigate the characteristics of ferroelectric field-effect transistors (FEFETs) in which the ferroelectric Hf0.5Zr0.5O2 (HZO) gate stack is deposited using the plasma-enhanced atomic layer deposition (PEALD) technique. We observe that PEALD FEFET requires a higher write voltage for the same memory window compared to an equivalent FEFET with thermal ALD (THALD)-grown HZO. The increase in write voltage in PEALD FEFET occurs primarily due to the increase of the interfacial oxide layer using the plasma process. In addition, we observe that the SiO2 interfacial layer underneath the ferroelectric (FE) HZO layer eliminates the wake-up behavior in both THALD and PEALD FEFETs.
近年来,使用等离子体增强原子层沉积(ALD)技术沉积基于 HfO2 的铁电体受到关注,这主要是由于该技术可实现无唤醒操作。然而,这些研究主要集中在金属-铁电-金属(MFM)结构上。在这项工作中,我们研究了使用等离子体增强原子层沉积(PEALD)技术沉积铁电 Hf0.5Zr0.5O2(HZO)栅叠层的铁电场效应晶体管(FEFET)的特性。我们发现,与采用热原子层沉积(THALD)生长 HZO 的等效 FEFET 相比,PEALD FEFET 需要更高的写入电压才能实现相同的存储窗口。PEALD FEFET 写入电压的增加主要是由于使用等离子工艺增加了界面氧化层。此外,我们还观察到,铁电 (FE) HZO 层下的二氧化硅界面层消除了 THALD 和 PEALD FEFET 的唤醒行为。
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引用次数: 0
A High-Performance and Low HCI Degradation LDMOS Device With a Hybrid Field Plate 采用混合场板的高性能、低 HCI 劣化 LDMOS 器件
IF 2 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-07-25 DOI: 10.1109/JEDS.2024.3433442
Shaoxin Yu;Rongsheng Chen;Weiheng Shao;Weiming Yu;Xiaoyan Zhao;Zheng Chen;Weizhong Shan;Jenhao Cheng
In this paper, a high-performance and low-HCI (Hot carrier injection) degradation LDMOS (Lateral double diffused metal oxide semiconductor) device is introduced. It consists of an additional mini LOCOS (Local oxidation of silicon) field plate combined with a mini STI (Shallow trench isolation) field plate without an additional complex fabrication process. A series of devices have been fabricated, and the field plate corner profile is optimized. The proposed hybrid FP(Field plate) can effectively reduce the electric field peak, and the BV (Breakdown voltage) achieves as high as 78.9V while the ${R}_{{on}{,}{sp}}$ (Specific on-resistance) is as low as $69.1~{{mathrm { m}}Omega cdot }{mm}^{2}$ , which is 65.8% improved compared with conventional transistors. Meanwhile, the hybrid FP device owns much better HCI (Hot carrier injection) degradation performance on ${R}_{on,sp}$ , threshold voltage ${V}_{T}$ , and gate-drain capacitance ${C}_{GD}$ . The degradation of ${R}_{{on}{,}{sp}}$ is only 8.6% under ${I}_{d}$ mode stress while it is as high as 15.8% for the conventional devices. At on-state, ${C}_{GD}$ degradation is only 9.1% while it is nearly 59.9% in the traditional device. At high voltage application regions, the device exhibits nearly 0% ${C}_{GD}$ degradation while it is as high as 43.8% in the traditional device. The results indicate the device’s robustness in both DC (Direct current) applications and RF (Radio frequency) applications.
本文介绍了一种高性能、低HCI(热载流子注入)降解 LDMOS(侧向双扩散金属氧化物半导体)器件。它由一个额外的微型 LOCOS(硅局部氧化)场板和一个微型 STI(浅沟道隔离)场板组成,无需额外的复杂制造工艺。我们制作了一系列器件,并优化了场板角轮廓。所提出的混合 FP(场板)能有效降低电场峰值,BV(击穿电压)高达 78.9V,而 ${R}_{on}{,}{sp}}$(特定导通电阻)低至 69.1~{{mathrm { m}}Omega cdot }{mm}^{2}$ ,与传统晶体管相比提高了 65.8%。同时,混合 FP 器件对 ${R}_{on,sp}$ 、阈值电压 ${V}_{T}$ 和栅-漏电容 ${C}_{GD}$ 的 HCI(热载流子注入)衰减性能更佳。在 ${I}_{d}$ 模式应力下,${R}_{on}{,}{sp}}$ 的劣化率仅为 8.6%,而传统器件的劣化率高达 15.8%。在导通状态下,${C}_{GD}$ 的劣化率仅为 9.1%,而传统器件的劣化率接近 59.9%。在高压应用区域,该器件的{C}_{GD}$劣化率几乎为 0%,而传统器件的劣化率高达 43.8%。这些结果表明,该器件在直流(DC)应用和射频(RF)应用中都具有很强的稳定性。
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引用次数: 0
A Reconfigurable Ge Transistor Functionally Diversified by Negative Differential Resistance 通过负差分电阻实现功能多样化的可重构 Ge 晶体管
IF 2 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-07-24 DOI: 10.1109/JEDS.2024.3432971
Andreas Fuchsberger;Lukas Wind;Daniele Nazzari;Alexandra Dobler;Johannes Aberl;Enrique Prado Navarrete;Moritz Brehm;Lilian Vogl;Peter Schweizer;Sebastian Lellig;Xavier Maeder;Masiar Sistani;Walter M. Weber
A promising approach to advance electronics beyond static operations is to enhance state-ofthe- art systems by the functional diversification of transistors. Here, we experimentally demonstrate that an ultra-thin Ge channel implemented on a Si on insulator platform enables run-time switchable symmetric pand n-type field-effect transistor operability as well as the prominent feature of distinct room-temperature negative differential resistance. Temperature dependent bias spectroscopy is utilized to map electronic transport in these so called negative differential resistance mode reconfigurable transistors. Thereof, a profound understanding of the involved transport physics and electrostatic gating mechanisms is obtained and evaluated. Further, we show that a multi-gate negative differential resistance reconfigurable transistor can effectively replace a cascode of negative differential resistance devices, contributing to a smaller area footprint, and reduced latency of critical paths. Notably, the experimentally obtained multi-heterojunction transistors constitute the first chip-scale platform that combines efficient polarity control as well as sizeand energy-efficient room-temperature negative differential resistance, providing an inherent component of emerging neuromorphic computing.
通过晶体管的功能多样化来增强最先进的系统,是推动电子技术超越静态操作的一种可行方法。在这里,我们通过实验证明,在绝缘体上的硅平台上实现的超薄 Ge 沟道可以实现运行时可切换的对称 pand n 型场效应晶体管的可操作性,以及明显的室温负差分电阻的突出特点。利用随温度变化的偏压光谱绘制了这些所谓负差分电阻模式可重构晶体管中的电子传输图。由此,我们获得并评估了对相关传输物理学和静电门控机制的深刻理解。此外,我们还表明,多栅极负差分电阻可重构晶体管可以有效取代负差分电阻器件级联,从而缩小面积占用,并降低关键路径的延迟。值得注意的是,实验中获得的多异质结晶体管构成了第一个芯片级平台,它结合了高效极性控制以及尺寸和能效的室温负差分电阻,为新兴的神经形态计算提供了一个固有的组件。
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引用次数: 0
Vertical GaN Schottky Barrier Diode With Hybrid P-NiO Junction Termination Extension 具有混合 PNiO 结端接扩展功能的垂直 GaN 肖特基势垒二极管
IF 2 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-07-22 DOI: 10.1109/JEDS.2024.3432783
Shaocheng Li;Shu Yang;Zhao Han;Weibing Hao;Kuang Sheng;Guangwei Xu;Shibing Long
Abstract Selective-area p-type doping has been regarded as one of the primary challenges in vertical GaN junction-based power devices. Nickel oxide (NiO), serving as a natural p-type semiconductor without the requirement for sophisticated activation and enabling adjustable charge concentration, is potentially feasible to form pn hetero-junction in GaN power devices. In this work, a vertical GaN Schottky barrier diode (SBD) featuring hybrid p-NiO junction termination extension (HP-JTE) with fluorine (F)-implanted buried layer (FIBL) has been demonstrated. With FIBL incorporated underneath p-NiO in the termination region, the reverse leakage current can be effectively reduced by approximately 3 orders of magnitude. By virtue of photon emission microscopy measurements, it has also been verified that the light emission and leakage current through p-NiO termination region can be effectively suppressed by FIBL. Thanks to the HP-JTE structure as well as the nearly ideal Schottky interface, the vertical GaN SBD exhibits a high current swing of $sim 10^{13}$ , a low ideality factor of $sim 1.02$ , a low differential $R_{O N}$ of $sim 0.89 mathrm{~m} Omega cdot mathrm{cm}^2$ , a low forward voltage drop of $sim 0.8 mathrm{~V}$ (defined at $100 mathrm{~A} / mathrm{cm}^2$ ), and a breakdown voltage of $sim 780 mathrm{~V}$ (defined at $0.1 mathrm{~A} / mathrm{cm}^2$ ). The characterizations and findings in this work can provide valuable insights into the p-NiO/GaN hetero-junction-based power devices.
摘要 选择性面积 p 型掺杂一直被认为是垂直氮化镓结型功率器件的主要挑战之一。氧化镍(NiO)是一种天然的 p 型半导体,无需复杂的活化过程,而且电荷浓度可调,因此有可能在氮化镓功率器件中形成 pn 异质结。在这项工作中,展示了一种垂直 GaN 肖特基势垒二极管(SBD),其特点是具有氟(F)植入埋层(FIBL)的 p-NiO 混合结终止扩展(HP-JTE)。将 FIBL 嵌入 p-NiO 终止区的下方后,反向漏电流可有效降低约 3 个数量级。通过光子发射显微镜测量,还验证了 FIBL 可以有效抑制通过 p-NiO 终止区的光发射和漏电流。得益于 HP-JTE 结构和近乎理想的肖特基界面,垂直 GaN SBD 表现出了 $sim 10^{13}$ 的高电流摆幅、$sim 1.02$ 的低理想因子、$sim 0.89 mathrm{~m}$ 的低差分 $R_{O N}$ 。Omega cdot mathrm{cm}^2$ ,低正向压降为 $sim 0.8 mathrm{~V}$ (定义为 $100 mathrm{~A} / mathrm{cm}^2$ ),击穿电压为 $sim 780 mathrm{~V}$ (定义为 $0.1 mathrm{~A} / mathrm{cm}^2$ )。这项工作中的表征和发现可为基于 p-NiO/GaN 异质结的功率器件提供宝贵的见解。
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引用次数: 0
Cryogenic Characterization of Low-Frequency Noise in 40-nm CMOS 40 纳米 CMOS 低频噪声的低温特性分析
IF 2 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-07-22 DOI: 10.1109/JEDS.2024.3432283
Gerd Kiene;Sadık İlik;Luigi Mastrodomenico;Masoud Babaie;Fabio Sebastiano
This paper presents an extensive characterization of the low-frequency noise (LFN) at room temperature (RT) and cryogenic temperature (4.2K) of 40-nm bulk-CMOS transistors. The noise is measured over a wide range of bias conditions and geometries to generate a comprehensive overview of LFN in this technology. While the RT results are in-line with the literature and the foundry models, the cryogenic behavior diverges in many aspects. These deviations include changes with respect to RT in magnitude and bias dependence that are conditional on transistor type and geometry, and even an additional systematic Lorentzian feature that is common among individual devices. Furthermore, we find the scaling of the average LFN with the area and its variability to be similar between RT and 4.2K, with the cryogenic scaling reported systematically for the first time. The findings suggest that, as no consistent decrease of LFN at lower temperatures is observed while the white noise is reduced, the impact of LFN for precision analog design at cryogenic temperatures gains a more predominant role.
本文对 40 纳米 bulk-CMOS 晶体管在室温 (RT) 和低温 (4.2K) 下的低频噪声 (LFN) 进行了广泛表征。噪声是在各种偏置条件和几何形状下测量的,以全面了解该技术的低频噪声。虽然实时结果与文献和代工厂模型相符,但低温行为在许多方面存在偏差。这些偏差包括与晶体管类型和几何形状相关的 RT 幅值和偏置依赖性的变化,甚至还包括个别器件中常见的系统性洛伦兹特征。此外,我们还发现平均 LFN 与面积的比例及其变化在 RT 和 4.2K 之间相似,并首次系统地报告了低温比例。研究结果表明,由于在较低温度下没有观察到 LFN 持续下降,而白噪声却有所降低,因此 LFN 对低温下精密模拟设计的影响变得更加重要。
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引用次数: 0
期刊
IEEE Journal of the Electron Devices Society
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