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Al2O3/HfO2-Based Stretchable Synaptic Memristor for Orientation Selectivity Recognition 基于Al2O3/ hfo2的可拉伸突触记忆电阻定向选择性识别
IF 3.2 2区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-10-06 DOI: 10.1109/TED.2025.3613287
Ying-Jie Ma;Song Sun;Yue Huang;Shuai Zhang;Li-Ling Fu;Xin-Xin Wang;Jin-Yang Wei;Di Wu;Ai-Dong Li
Memristors are poised to drive the next wave of artificial intelligence advancements, owing to their exceptional potential for both storage and computation. However, their integration into flexible devices remains a tough challenge due to their inherent rigidity and high processing temperature, limiting their application in cutting-edge technologies such as soft robotics and wearable electronics. Motivated by human wrinkled skin, a PDMS/Au/Al2O3/HfO2/Ag stretchable memristor (C-HAP for short) fabricated via pre-stretch release and atomic layer deposition (ALD) is proposed in this study. The C-HAP memristor can withstand 10% of stretch strain and has a stable resistive switching (RS) behavior. The wrinkled structure allows stretching to be converted from the original in-plane stretching to out-of-plane localized bending, and the cushioning and stress relaxation effects of the wrinkles themselves contribute to the improvement of their mechanical properties. In addition, the C-HAP memristor can act as an artificial synapse and mimic synaptic behavior successfully under stretching. Furthermore, the triple spike time-dependent plasticity of C-HAP memristor is utilized to implement the Bienenstock–Cooper–Munro (BCM) learning rule, which enables orientation selectivity recognition in feedforward neural networks. A new methodology for designing stretchable memristors with stable storage and computational ability under dynamic conditions is provided by this research.
忆阻器由于其在存储和计算方面的非凡潜力,有望推动下一波人工智能的发展。然而,由于其固有的刚性和高加工温度,将其集成到柔性设备中仍然是一个艰巨的挑战,限制了它们在软机器人和可穿戴电子产品等尖端技术中的应用。本研究以人类皱褶皮肤为动力,通过预拉伸释放和原子层沉积(ALD)制备了PDMS/Au/Al2O3/HfO2/Ag可拉伸记忆电阻器(C-HAP)。C-HAP忆阻器可以承受10%的拉伸应变,并具有稳定的电阻开关(RS)行为。褶皱结构使拉伸从原来的面内拉伸转变为面外局部弯曲,褶皱本身的缓冲和应力松弛作用有助于提高其力学性能。此外,C-HAP记忆电阻器可以作为人工突触,并成功地模拟突触在拉伸下的行为。此外,利用C-HAP记忆电阻器的三尖峰时变可塑性实现了bienenstock - coopermunro (BCM)学习规则,实现了前馈神经网络的定向选择性识别。该研究为动态条件下具有稳定存储和计算能力的可拉伸记忆电阻器的设计提供了一种新的方法。
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引用次数: 0
Improved Performance of Graphene Field-Effect Transistors With HfO2 Gate Dielectric via La Incorporation 用La掺入HfO2栅极介质改善石墨烯场效应晶体管的性能
IF 3.2 2区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-10-01 DOI: 10.1109/TED.2025.3613286
Chunlin Liu;Xuesong Li;Ling-Xuan Qian
High- $k$ gate dielectrics have been widely studied in various transistors due to the unique properties, including but not limited to a stronger gate control capability. However, research on high- $k$ gate dielectrics in graphene field-effect transistors (GFETs) is quite limited so far, and the underlying mechanisms remain unclear. This study reports the first implementation of a binary-metal oxide of Hf1-xLaxOy as the gate dielectric in GFETs, and the effects of La incorporation into HfO2 gate dielectric were comprehensively investigated. It was found that La incorporation can effectively increase the dielectric constant, suppress the oxygen-vacancy defects, and increase the crystallization temperature of HfO2 through X-ray photoelectron spectroscopy (XPS), atomic force microscopy (AFM), and X-ray diffraction (XRD) analyses. As a result, the electrical characteristics of GFETs can be significantly improved. In particular, the GFET with a Hf0.4La0.6Oy gate dielectric exhibits the best performance in the air within all the samples, including a small Dirac point Voltage ( ${V}_{text {Dirac}}text {)}$ of 4.9 V, negligible hysteresis ( $Delta {V}_{text {Dirac}} =$ –0.2 V), and high hole/electron mobility of 1510/1250 cm2/V $cdot $ s, which is almost one and two orders of magnitude higher than those with pure HfO2 and SiO2 gate dielectrics under similar small gate voltages. Nevertheless, excessive La incorporation deteriorates the characteristics by generating hydroxyl defects, increasing surface roughness, and triggering recrystallization.
高k栅极电介质由于其独特的性能,包括但不限于更强的栅极控制能力,在各种晶体管中得到了广泛的研究。然而,目前对石墨烯场效应晶体管(gfet)中高k栅极介质的研究相当有限,其潜在机制尚不清楚。本研究首次在gfet中实现了Hf1-xLaxOy二元金属氧化物作为栅极介质,并对La掺入HfO2栅极介质的影响进行了全面研究。通过x射线光电子能谱(XPS)、原子力显微镜(AFM)和x射线衍射(XRD)分析发现,La的掺入能有效提高HfO2的介电常数,抑制氧空位缺陷,提高HfO2的结晶温度。因此,可以显著改善gfet的电特性。其中,具有Hf0.4La0.6Oy栅极介质的GFET在空气中表现出最好的性能,包括小的Dirac点电压(${V}_{text {Dirac}}text{)}$为4.9 V,迟滞可以忽略($Delta {V}_{text {Dirac}} =$ -0.2 V)和高空穴/电子迁移率(1510/1250 cm2/V $cdot $ s),在相同的小栅极电压下,比具有纯HfO2和SiO2栅极介质的栅极介质高出近一个数量级和两个数量级。然而,过量的La掺入会产生羟基缺陷,增加表面粗糙度,引发再结晶,从而使性能恶化。
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引用次数: 0
Analysis of Fluorine Implantation With Different Oxide Cap Thicknesses During Annealing in Contact Field Plate Lateral Double-Diffused MOS With 0.13-μm Bipolar–CMOS–DMOS Technology 0.13-μm双极cmos - dmos技术接触场板横向双扩散MOS退火过程中不同氧化帽厚度氟注入分析
IF 3.2 2区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-10-01 DOI: 10.1109/TED.2025.3609743
Yu-Fa Tu;Ting-Chang Chang;Wei-Chieh Hung;Hung-Ming Kuo;Ya-Huan Lee;Yu-Hsiang Tsai
This study thoroughly investigates the on-current ( $text {I}_{text {on}}text {)}$ and nonconductive stress (NCS) reliability of the contact field plate lateral double-diffused metal–oxide–semiconductor (CFP LDMOS) with bipolar–CMOS–DMOS (BCD) technology using different fluorine (F) implantation methodologies. Two devices with different oxide cap thicknesses during annealing after F implantation are compared to a standard (STD) device without F implantation. The thin oxide cap device demonstrates the poor Si quality and defect generation after annealing, resulting in decreased $text {I}_{text {on}}$ as the F-imp dose increases. In contrast, the F treatment can effectively passivate defects in the thick oxide cap device, leading to improved $text {I}_{text {on}}$ and NCS reliability. Finally, physical mechanisms based on defect analysis, scanning electron microscope (SEM) images, and secondary ion mass spectrometer (SIMS) profiles are proposed to clarify the phenomena.
本研究深入研究了采用不同氟(F)注入方法的双极cmos - dmos (BCD)技术的接触场板横向双扩散金属氧化物半导体(CFP LDMOS)的导通电流($text {I}_{text {on}}}text{)}$和非导电应力(NCS)可靠性。将F注入后退火过程中具有不同氧化帽厚度的两个器件与没有F注入的标准(STD)器件进行了比较。薄氧化帽器件显示出退火后Si质量差和缺陷产生,导致随着F-imp剂量的增加,$text {I}_{text {on}}$减小。相比之下,F处理可以有效钝化厚氧化帽装置中的缺陷,从而提高$text {I}_{text {on}}$和NCS可靠性。最后,提出了基于缺陷分析、扫描电子显微镜(SEM)图像和次级离子质谱仪(SIMS)谱图的物理机制来阐明这一现象。
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引用次数: 0
Analysis of Short-Channel Hafnia-Based FeFET Device Variability Guided by Piezoresponse Force Microscopy 基于压电响应力显微镜的短通道hafia ffet器件可变性分析
IF 3.2 2区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-09-29 DOI: 10.1109/TED.2025.3611907
Andreu L. Glasmann;Wendy L. Sarney;Christine K. McGinn;Christina A. Hacker;Sina Najmaei
In this article, we present a simulation methodology for studying device-to-device variability in submicrometer planar hafnia-based ferroelectric field-effect transistors (FeFETs) with silicon channels. The simulation methodology is based on thin films of hafnium zirconium oxide (HZO) fabricated under CMOS-compatible conditions, which were characterized using piezoresponse force microscopy (PFM). The PFM images were analyzed using a combination of unsupervised learning with Gaussian mixture models (GMMs) and electrical measurements of polarization-field characteristics of metal–ferroelectric–metal capacitors. The results were directly integrated into an extensive Monte Carlo study based on 2-D device simulations of short-channel front-end FeFETs, where we simulate high- and low-threshold voltage states for 100 total device configurations. From this framework, we quantify how the granular and multiphase nature of ferroelectric HZO contribute to the transport within the semiconductor channel. The results indicate that threshold voltages for both high- and low-threshold states and the subthreshold swings can vary up to about 400 mV and 20 mV/dec, respectively.
在本文中,我们提出了一种模拟方法来研究具有硅沟道的亚微米平面铪基铁电场效应晶体管(fefet)的器件间变异性。模拟方法是基于在cmos兼容条件下制备的氧化铪锆(HZO)薄膜,并使用压电响应力显微镜(PFM)对其进行表征。采用无监督学习与高斯混合模型(GMMs)相结合的方法对PFM图像进行分析,并对金属-铁电-金属电容器的极化场特性进行电学测量。研究结果直接集成到一项广泛的蒙特卡罗研究中,该研究基于短通道前端fet的二维器件模拟,其中我们模拟了100种总器件配置的高阈值和低阈值电压状态。从这个框架中,我们量化了铁电HZO的颗粒和多相性质如何促进半导体通道内的输运。结果表明,高阈值和低阈值状态的阈值电压和亚阈值振荡分别可达400 mV和20 mV/dec左右。
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引用次数: 0
Area-Adjusted Comparison of BSPDN Interconnects in CFET: Superiority of Frontside Connection 在CFET中BSPDN互连的面积调整比较:前端连接的优越性
IF 3.2 2区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-09-29 DOI: 10.1109/TED.2025.3608778
Jimyoung Lee;Seung Kyu Kim;Kwang Young Lee;Jongwook Jeon
The complementary field-effect transistors (CFETs) are promising for next-generation logic devices, but tall vias (TVs) face challenges, including high resistance, parasitic capacitance, and metal void defects. This study evaluates three source-side to backside power delivery network (BSPDN) interconnect structures: conventional TV, line-type TV (LTV), and frontside connection (FSC). FSC utilizes frontside metal lines with power tap cells (PTCs) for front-to-back connectivity, offering a scalable solution. Through 3D-TCAD simulations, we analyze their cell-level and area-adjusted performance. FSC achieves a + 2.2% higher frequency at the same power (Freq. at $P$ ) and a −4.7% lower power at the same frequency (Power at F) compared to TV, while maintaining consistent performance across cell height (CH) scaling. In contrast, TV and LTV exhibit degradation due to increased resistance and capacitance at reduced CH. FSC’s sweet zone (12–71 CPPs) ensures sufficient margin for PTC insertion, delivering a 1.7% Freq. at $P$ gain at 31 CPPs and 12% area reduction at zero frequency offset. Notably, FSC’s compatibility with nonvertical via profiles (essential for void prevention) further enhances its advantages in real processes. These results demonstrate FSC’s superior power, performance, and area (PPA) characteristics, positioning it as a robust alternative to TV/LTV for CFET architectures. The study provides critical insights for advancing the next-generation logic devices.
互补场效应晶体管(cfet)在下一代逻辑器件中很有前景,但高过孔(tv)面临挑战,包括高电阻、寄生电容和金属空洞缺陷。本研究评估三种源端到后端输电网络(BSPDN)互连结构:传统电视、线路型电视(LTV)和前端连接(FSC)。FSC采用前端金属线与电源分接电池(ptc)进行前后连接,提供可扩展的解决方案。通过3D-TCAD仿真,我们分析了它们的单元级和面积调整性能。与TV相比,FSC在相同功率下实现了+ 2.2%的高频率(频率在$P$)和- 4.7%的低功率(功率在F),同时保持了跨小区高度(CH)比例的一致性能。相比之下,TV和LTV由于降低CH时电阻和电容的增加而表现出退化。FSC的甜蜜区(12-71 CPPs)确保了PTC插入的足够余量,在31 CPPs时提供1.7%的频率增益,在零频率偏移时提供12%的面积减少。值得注意的是,FSC与非垂直通孔型材的兼容性进一步增强了其在实际工艺中的优势。这些结果证明了FSC优越的功率、性能和面积(PPA)特性,使其成为CFET架构中TV/LTV的强大替代品。该研究为推进下一代逻辑器件提供了重要的见解。
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引用次数: 0
Ultraviolet Light-Driven Artificial Neuromorphic Properties in Organic Transistors for Reservoir Computing and Encrypted Communication 用于储层计算和加密通信的有机晶体管的紫外光驱动人工神经形态特性
IF 3.2 2区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-09-26 DOI: 10.1109/TED.2025.3612316
Muhammad Asghar Khan;Yelim Kang;Muhammad Farooq Khan;Shania Rehman;Min Jong Lee;Sang Heon Lee;Seunghyun Oh;Tae Hyuk Kim;Seon Joong Kim;Hyungju Ahn;Jae Won Shim
Organic semiconductors exhibit significant potential for application in artificial neuromorphic computing because of their unique electrical and optoelectronic properties. In this study, we explore the potential of the nonfullerene Y6 (also known as BTP-4F) organic semiconductor material in optoelectronic neuromorphic computing, image recognition, reservoir computing (RC), and wireless encrypted communication. The organic field-effect transistor (OFET) constructed using the Y6 polymer exhibits n-type semiconductor behavior with a current on–off ( $I_{mathrm{ON}} / I_{mathrm{OFF}}$ ) ratio of approximately $10^{{2}}$ as well as excellent synaptic functionalities under ultraviolet (UV) light. The synaptic plasticity of OFET is demonstrated to be optically controllable using incident light of 220-nm wavelength. Notably, the transition from short-term memory (STM) to long-term memory (LTM) could be modulated by manipulating pulse time, pulse number, and pulse interval. Furthermore, image recognition on the Modified National Institute of Standards and Technology (MNIST) dataset using the fabricated device in conjunction with a convolutional neural network (CNN) is observed to yield an excellent accuracy of 93.4%. Moreover, we demonstrate the application of Y6 OFET in a 4-bit RC for digit classification. Finally, optically encrypted communication is also achieved based on the international Morse code. These findings demonstrate the potential of Y6-based OFETs in neuromorphic computing, RC, and encrypted communication, paving the way for innovations in brain-inspired computing and artificial intelligence (AI) hardware.
有机半导体由于其独特的电学和光电子特性,在人工神经形态计算中表现出巨大的应用潜力。在这项研究中,我们探索了非富勒烯Y6(也称为BTP-4F)有机半导体材料在光电神经形态计算、图像识别、储层计算(RC)和无线加密通信方面的潜力。使用Y6聚合物构建的有机场效应晶体管(OFET)具有n型半导体性能,电流开关($I_{ mathm {ON}} / $I_{ mathm {OFF}}}$)比约为$10^{{2}}$,并且在紫外线(UV)光下具有优异的突触功能。利用220 nm波长的入射光,证明了OFET的突触可塑性是光学可控的。值得注意的是,从短期记忆(STM)到长期记忆(LTM)的转变可以通过控制脉冲时间、脉冲数和脉冲间隔来调节。此外,在修改后的美国国家标准与技术研究所(MNIST)数据集上,使用制造的设备与卷积神经网络(CNN)相结合,观察到图像识别的准确率达到了93.4%。此外,我们还演示了Y6 OFET在4位RC中的数字分类应用。最后,在国际摩尔斯电码的基础上实现了光加密通信。这些发现证明了基于y6的ofet在神经形态计算、RC和加密通信方面的潜力,为大脑启发计算和人工智能(AI)硬件的创新铺平了道路。
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引用次数: 0
Call for Papers for a Special Issue of IEEE Transactions on Electron Devices: Ultrawide Band Gap Semiconductor Devices for RF, Power and Optoelectronic Applications 《IEEE电子器件学报:用于射频、功率和光电子应用的超宽带隙半导体器件》特刊征文
IF 3.2 2区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-09-23 DOI: 10.1109/TED.2025.3608842
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引用次数: 0
IEEE Transactions on Electron Devices Information for Authors IEEE电子器件信息汇刊
IF 3.2 2区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-09-23 DOI: 10.1109/TED.2025.3608844
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引用次数: 0
Extreme EOT Scaling in Tungsten-Doped In2O3 MOSFETs for Enhanced Stability and Drive Current 钨掺杂In2O3 mosfet的极端EOT缩放以增强稳定性和驱动电流
IF 3.2 2区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-09-23 DOI: 10.1109/TED.2025.3612345
Hyeonwoo Park;Sharadindu Gopal Kirtania;Eknath Sarkar;Dyutimoy Chakraborty;Chengyang Zhang;Hyun Jae Lee;Jaewon Shin;Shimeng Yu;Asif Khan;H. Kim;C. Im;M. J. Hong;Daewon Ha;Suman Datta
Gate oxide scaling is essential for enhancing the performance of amorphous oxide semiconductor (AOS) field-effect transistors, yet it remains limited by charge trapping and interface quality. In this work, we demonstrate tungsten-doped In2O3 indium–tungsten oxide (IWO) MOSFETs incorporating an amorphous HfO2/ZrO2/HfO2 (HZH) trilayer gate dielectric that achieves an equivalent oxide thickness (EOT) as low as $3~unicode{0x00C5}$ . The transistors exhibit near-ideal subthreshold swing (SS) (75 mV/decade), high on-state current ( $gt 240~{mu }$ A/ $mu $ m), and suppressed gate leakage even at this extreme limit of EOT scaling. Positive bias-stress (PBS) tests reveal improved reliability in HZH compared with conventional HfO2, with minimal threshold voltage shift. Through density-gradient-based numerical modeling and analytical stress-recovery simulations, we show that these improvements originate from spatial and energetic redistribution of oxygen vacancy induced traps into the ZrO2-rich region, away from the channel interface. The consequent reduction in the density of acceptor-like subgap states collectively improves carrier mobility and mitigates trap-limited conduction (TLC). These results highlight the potential of targeted gate-stack engineering in extending conventional EOT scaling benefits to AOS transistors.
栅极氧化标度是提高非晶氧化物半导体(AOS)场效应晶体管性能的必要条件,但它仍然受到电荷俘获和界面质量的限制。在这项工作中,我们展示了掺杂钨的In2O3氧化铟钨(IWO) mosfet,其中包含非晶HfO2/ZrO2/HfO2 (HZH)三层栅极电介质,其等效氧化物厚度(EOT)低至$3~unicode{0x00C5}$。该晶体管表现出接近理想的亚阈值摆幅(SS) (75 mV/ 10年),高导通电流($gt 240~{mu}$ A/ $mu $ m),即使在EOT标度的极限下也能抑制栅极泄漏。正偏置应力(PBS)试验表明,与传统的HfO2相比,HZH的可靠性得到了提高,阈值电压偏移最小。通过基于密度梯度的数值模拟和应力恢复分析模拟,我们发现这些改善源于氧空位诱导的圈闭在远离通道界面的富zro2区域的空间和能量重新分配。因此,受体类亚隙态密度的降低共同提高了载流子迁移率并减轻了陷阱限制传导(TLC)。这些结果突出了目标栅极堆栈工程在将传统EOT缩放优势扩展到AOS晶体管方面的潜力。
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引用次数: 0
A Compact Wireless Passive Pressure Sensor With High Sensitivity and Resolution Based on MEMS–FPCB Integration 基于MEMS-FPCB集成的小型高灵敏度、高分辨率无线无源压力传感器
IF 3.2 2区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-09-23 DOI: 10.1109/TED.2025.3609307
Xiaolei Zhang;Jiahao Lin;Chuandu Zhang;Wei Xu
The accurate monitoring of low-range pressure variations is crucial in many biomedical and wearable sensing applications, where abnormal pressure levels can indicate potential health risks. This brief presents a passive wireless inductor–capacitor (LC) pressure sensor, developed using MEMS and flexible printed circuit board (FPCB) technologies for low-range pressure monitoring. The sensor comprises a 16.2- $mu $ m-thick MEMS layer with a 2-mm circular electrode, a bottom electrode with an integrated spiral inductor on the FPCB, and a 50- $mu $ m laser-cut polyimide (PI) intermediate layer forming the capacitive structure. Simulations and experimental evaluations in a controlled low-pressure water environment confirmed stable performance and close agreement between theoretical and measured responses over the 100–5000-Pa range. By accounting for parasitic capacitance effects from water environments and interlayer interactions, the sensor still achieves a high average sensitivity of 5.15 MHz/kPa, a fine resolution of 25 Pa, and a low-temperature coefficient of frequency (TCF) of 173 ppm/°C. With its compact, flexible, and wireless design, the proposed sensor holds strong potential for continuous physiological pressure monitoring.
在许多生物医学和可穿戴传感应用中,准确监测低压变化是至关重要的,在这些应用中,异常的压力水平可能表明潜在的健康风险。本文介绍了一种无源无线电感-电容(LC)压力传感器,该传感器采用MEMS和柔性印刷电路板(FPCB)技术开发,用于低压监测。该传感器包括16.2- $mu $ m厚的MEMS层和2 mm圆形电极,FPCB上带有集成螺旋电感的底电极,以及50- $mu $ m激光切割聚酰亚胺(PI)中间层,形成电容结构。在受控的低压水环境中进行的模拟和实验评估证实了其稳定的性能,并且在100 - 5000 pa范围内的理论响应和测量响应之间具有密切的一致性。考虑到水环境和层间相互作用的寄生电容效应,该传感器仍然达到5.15 MHz/kPa的高平均灵敏度,25 Pa的精细分辨率和173 ppm/°C的低温频率系数(TCF)。由于其紧凑、灵活和无线设计,该传感器具有持续生理压力监测的巨大潜力。
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引用次数: 0
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IEEE Transactions on Electron Devices
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