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An Efficient Dynamic Threshold Voltage Detection Scheme for Improving 3-D NAND Flash Reliability 提高 3D NAND 闪存可靠性的高效动态阈值电压检测方案
IF 2.5 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-09-02 DOI: 10.1109/TDMR.2024.3453329
Linxin Yin;Yingzhao Li;Xiaoyi Zhang;Xiongfei Zhai;Guojun Han
With high storage density and large capacity, three-dimensional (3D) NAND flash utilizing multi-level storage technology has become the mainstream storage medium. Furthermore, by storing multiple bits in each flash cell, 3D NAND flash memory can achieve much larger storage capacity. However, the threshold voltage distribution in 3D NAND flash memory tends to shift after repeated program/erase and long retention time, leading to more detection error when adopting conventional fixed read reference voltage (RRV). To address this issue, in this work we investigate error characteristics of 3D floating-gate (FG) and charge-trap (CT) NAND flash memory, including the reliability variations of different layers and pages, and threshold voltage shifting. We propose an efficient dynamic threshold voltage detection (EDTVD) scheme by exploiting the error characteristics and the features of the data writing process of NAND flash to optimize RRV. Based on the Nanocycler test platform, the test results show that our proposed scheme can significantly reduce raw bit error rates (RBER) during reading processes and the step count is relatively low. The RBER of the EDTVD scheme is almost equal to the optimal read scheme, and the number of step count is close to 3 fixed-step read scheme.
采用多级存储技术的三维NAND闪存具有高存储密度和大容量,已成为主流存储介质。此外,通过在每个闪存单元中存储多个比特,3D NAND闪存可以实现更大的存储容量。然而,3D NAND闪存的阈值电压分布在重复编程/擦除和长保留时间后容易发生偏移,导致采用传统的固定读参考电压(RRV)时检测误差较大。为了解决这一问题,我们研究了3D浮栅(FG)和电荷阱(CT) NAND闪存的误差特性,包括不同层和页的可靠性变化以及阈值电压移动。利用NAND闪存的误差特性和数据写入过程的特点,提出一种有效的动态阈值电压检测(EDTVD)方案来优化RRV。基于Nanocycler测试平台的测试结果表明,该方案可以显著降低读取过程中的原始误码率(RBER),且步长较低。EDTVD方案的RBER几乎等于最优读取方案,且步数接近3个固定步长读取方案。
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引用次数: 0
Unveiling the Degradation Mechanism of Polymer-Based Thermal Interface Materials Under Thermo-Oxidative Condition 揭示聚合物热界面材料在热氧化条件下的降解机理
IF 2.5 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-08-15 DOI: 10.1109/TDMR.2024.3442781
Yongdong Wu;Bin He;Jingyuan Fang;Yuqi Hu;Xiaoliang Zeng;Linlin Ren;Rong Sun
With the growing power density and miniaturization of electronic devices, their thermal management and reliability are becoming more and more important. Polymer-based thermal interface materials, which are used to fill the gap between chip and heat sink, play an important role for the heat dissipation, but their reliability is rarely studied in academia, especially under thermo-oxidative condition. Here, a polymer-based thermal interface material, highly filled thermal conductive gel, is used as a model to study the degradation mechanism under thermo-oxidative condition. The results show that aging mainly deteriorates the mechanical performance instead of its intrinsic thermal conductivity. The elongation at break of aged sample is reduced and the corresponding modulus is increased as a function of aging time. Relaxation spectra indicate that the relaxation time of aged sample increases. The longer relaxation time of aged sample is attributed to the chain scission and oxidation of alky chain at interface and the depolymerization of polydimethylsiloxane chain, resulting in a more crosslinked polymer network. Thus, both interfacial aging and depolymerization of polymers contribute to the slowdown of polymer chain dynamics and degradation of mechanical properties. This work provides an insight into the degradation mechanism of thermal interface materials and guides the development of high-reliability thermal interface materials.
随着电子器件功率密度和小型化程度的不断提高,其热管理和可靠性变得越来越重要。聚合物基热界面材料用于填补芯片与散热器之间的空隙,对散热起着重要的作用,但学术界对其可靠性的研究很少,特别是在热氧化条件下。本文以高填充导热凝胶为模型,研究了聚合物基热界面材料在热氧化条件下的降解机理。结果表明,时效主要是使材料的力学性能下降,而不是使其固有导热系数下降。时效试样的断裂伸长率随时效时间的增加而降低,相应的模量随时效时间的增加而增加。弛豫谱表明,老化试样的弛豫时间增加。老化样品的弛豫时间较长是由于界面上烷烃链的断裂和氧化以及聚二甲基硅氧烷链的解聚,导致聚合物网络交联程度较高。因此,聚合物的界面老化和解聚都有助于减缓聚合物链动力学和力学性能的退化。这项工作为深入了解热界面材料的降解机理提供了依据,并为高可靠性热界面材料的开发提供了指导。
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引用次数: 0
All-Regions Damage Extraction Method for SiC IGBTs Based on C-V Curves 基于 C-V 曲线的 SiC IGBT 全区域损伤提取方法
IF 2.5 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-08-13 DOI: 10.1109/TDMR.2024.3443107
Junhou Cao;Chenlu Wang;Lei Huang;Tuanzhuang Wu;Hao Fu;Zhaoxiang Wei;Zhaoxu Song;Shaohong Li;Jiaxing Wei;Siyang Liu;Weifeng Sun
SiC IGBTs take the advantages of high breakdown voltage and high conduction current, being a new type of power device with great application prospects in power transmission fields. However, foreseeable stress conditions such as gate stress, irradiation, and bipolar conduction may cause damage to the gate oxide and the epitaxial layer of SiC IGBTs, leading to degradation. Analysis of the device capacitance components shows that the damages in the gate oxide and the epitaxial layer results in variations in the gate capacitance and the substrate junction capacitance before and after enduring a stress. Therefore, the all-regions damage extraction method for SiC IGBT based on C-V curves is proposed for the first time. This method divides the ${C}_{text {G}}$ - ${V}_{text {G}}$ curve of SiC IGBT into six parts, whose shifts can reflect the damages in the gate oxide damage and epitaxial layer, respectively. Furthermore, the polarity and the degree of the damages can be extracted based on the direction and magnitude of the drift in the ${C}_{text {G}}$ - ${V}_{text {G}}$ curve. Moreover, by analyzing the drift in the ${C}_{text {GC}}$ - ${V}_{text {CE}}$ and $text {1/}{C}_{text {GC}}^{{2}}$ - ${V}_{text {CE}}$ curves before and after stress, the more accurate extraction of the density and localization of defect introduced in epitaxial layer can be achieved.
SiC igbt具有高击穿电压和高导通电流的优点,是一种新型的功率器件,在输变电领域具有广阔的应用前景。然而,栅极应力、辐照和双极传导等可预见的应力条件可能会对SiC igbt的栅极氧化物和外延层造成损伤,导致降解。对器件电容成分的分析表明,栅极氧化物和外延层的损伤导致了在承受应力前后栅极电容和衬底结电容的变化。因此,首次提出了基于C-V曲线的SiC IGBT全区域损伤提取方法。该方法将SiC IGBT的${C}_{text {G}}$ - ${V}_{text {G}}$曲线分为6个部分,其位移分别反映栅极氧化层和外延层的损伤情况。此外,根据${C}_{text {G}}$ - ${V}_{text {G}}$曲线漂移的方向和大小,可以提取损伤的极性和程度。此外,通过分析应力前后${C}_{text {GC}}$ - ${V}_{text {CE}}$和$text {1/}{C}_{text {GC}}^{{2}}$ - ${V}_{text {CE}}$曲线的漂移,可以更准确地提取外延层中引入缺陷的密度和定位。
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引用次数: 0
Exploring Non-TAP Interfaces for Efficient and Secure Access to IJTAG Network 探索高效安全访问 IJTAG 网络的非 TAP 接口
IF 2 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-08-07 DOI: 10.1109/tdmr.2024.3440059
Anjum Riaz, Gaurav Kumar, Lavi Tyagi, Yamuna Prasad, Satyadev Ahlawat
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引用次数: 0
Influence of Hot Carrier Degradation on Total Ionizing Dose in Bulk I/O-FinFETs 热载流子衰减对 Bulk I/O-FinFET 总电离剂量的影响
IF 2.5 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-07-29 DOI: 10.1109/TDMR.2024.3431633
Ruxue Yao;Hongliang Lu;Yuming Zhang;Yutao Zhang;Jing Qiao;Jing Sun;Mingzhu Xun;Gang Yu
Electronic components operating in aerospace environments face a variety of reliability issues. The total ionization dose (TID) degradation mechanism of bulk I/O-FinFETs and the influence of hot carrier degradation (HCD) on TID irradiation are investigated in this paper. Devices under ON/TG/OFF bias conditions were irradiated to 2 Mrad (Si). The nFinFETs show degradation of threshold voltage, subthreshold swing and off-state leakage current. An increase in peak transconductance and on-state current was also observed in the nFinFETs. The TID response of nFinFETs is dominated by positively trapped charges in the gate oxide and shallow trench isolation (STI). For pFinFETs, radiation-induced hole-trapped charges leads to an increase in the threshold voltage and a decrease in the drive current. The worst degradation is observed when a high electric field is applied to the gate during irradiation. Post-stress irradiation results show that the HCD and TID degradation trends of the nFinFETs are opposite and have a mutual canceling effect, while the degradation trends of the pFinFETs are consistent and jointly deteriorate the device performance. Compared to the un-stressed devices, the TID damage of the pre-stressed devices is more drastic, especially for the nFinFETs. The stress-induced interface trapped charges increase the electric field in the gate oxide during subsequent irradiation, which causes more radiation-induced hole-trapped charges and exacerbate TID degradation.
在航空航天环境中运行的电子元件面临着各种可靠性问题。本文研究了块状 I/O-FinFET 的总电离剂量(TID)降解机制以及热载流子降解(HCD)对 TID 辐照的影响。器件在 ON/TG/OFF 偏置条件下受到 2 Mrad(硅)辐照。nFinFET 的阈值电压、阈下摆动和关态漏电流都出现了衰减。在 nFinFET 中还观察到峰值跨导和导通电流的增加。nFinFET 的 TID 响应主要是由栅极氧化物中的正陷落电荷和浅沟道隔离(STI)引起的。对于 pFinFET,辐射诱导的空穴阱电荷导致阈值电压升高,驱动电流降低。在辐照期间对栅极施加高电场时,观察到最严重的劣化现象。应力辐照后的结果表明,nFinFET 的 HCD 和 TID 退化趋势相反,具有相互抵消的效果,而 pFinFET 的退化趋势一致,共同导致器件性能恶化。与无应力器件相比,预应力器件的 TID 损坏更为严重,尤其是 nFinFET。应力诱导的界面捕获电荷会在后续辐照过程中增加栅极氧化物中的电场,从而导致更多辐射诱导的空穴捕获电荷,加剧 TID 退化。
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引用次数: 0
Impact of Layout Parameter Mismatches on Short Circuit Reliability of Parallel-Connected Planar, Trench, and Double-Trench SiC MOSFETs 布局参数失配对并联平面、沟槽和双沟槽 SiC MOSFET 短路可靠性的影响
IF 2.5 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-07-22 DOI: 10.1109/TDMR.2024.3431707
Renze Yu;Saeed Jahdi;Konstantinos Floros;Ingo Lüdtke;Phil Mellor
Uneven electro-thermal conditions between parallel-connected devices can reduce the overall reliability of the power electronics systems, particularly during extreme cases such as short circuit. The current distribution between parallel devices is dynamically regulated during the transient and the degradation of devices is intertwined in the long run. To better understand the evolving patterns in the parallel configuration and to compare differences among various device structures, repetitive short circuit tests were conducted on planar, symmetrical double-trench, and asymmetrical trench SiC MOSFETs. Technology computer-aided design (TCAD) models were employed to analyze the evolution of current density and temperature profile between parallel devices. Test results indicate that the switching speed difference caused by gate resistance (Rg) mismatch leads to the asynchronous degradation of asymmetrical trench devices. The decreased threshold voltage (Vth) induce higher short circuit energy (Esc), forming a positive feedback for degradation. Besides, even if the current is dynamically shared between parallel SiC MOSFETs under different case temperature (Tcase), the initial temperature has a key impact on short-circuit reliability over Esc.
并联设备之间不均匀的电热条件会降低电力电子系统的整体可靠性,尤其是在短路等极端情况下。并联器件之间的电流分布在瞬态期间是动态调节的,而器件的劣化在长期内是相互交织的。为了更好地了解并联配置的演变模式,并比较各种器件结构之间的差异,对平面、对称双沟槽和非对称沟槽 SiC MOSFET 进行了重复短路测试。采用技术计算机辅助设计(TCAD)模型分析了并联器件之间电流密度和温度曲线的演变。测试结果表明,栅极电阻(Rg)不匹配造成的开关速度差异导致了非对称沟槽器件的异步退化。阈值电压(Vth)的降低会导致更高的短路能量(Esc),形成退化的正反馈。此外,即使并联 SiC MOSFET 在不同外壳温度 (Tcase) 下动态分担电流,初始温度也会对 Esc 短路可靠性产生关键影响。
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引用次数: 0
Influence of Critical Working Conditions on Stability of Varistor Characteristics 临界工作条件对变阻器特性稳定性的影响
IF 2.5 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-07-17 DOI: 10.1109/TDMR.2024.3430033
Alija Jusić
In this paper, the results of the analysis of the influence of critical working conditions on stability of varistor characteristics are presented. Moreover, the paper offers both experimental and theoretical interpretation concerning the influence of temperature, operations’ time-number and the effect of neutron and gamma radiation on the stability of varistor characteristics. For the purpose of this paper an original measuring system of extremely low measurement uncertainty has been developed. Recording of volt-ampere, volt-ohm characteristics as well as varistor, breakdown voltage which was directly measured by a measuring system developed for that purpose, was carried out in the manner based on utilizing a single current pulse. Having analyzed the obtained results, it can be concluded that, when designing the insulation coordination at low or high voltage level, ambient environmental conditions (temperature variation) and functional aging in synergy with natural aging should be taken into account.
本文介绍了临界工作条件对压敏电阻特性稳定性影响的分析结果。此外,本文还就温度、操作时间数以及中子和伽马辐射对变阻器特性稳定性的影响提供了实验和理论解释。为此,本文开发了一种测量不确定性极低的独创测量系统。电压-安培、电压-欧姆特性以及压敏电阻击穿电压的记录是通过为此目的开发的测量系统直接测量的,采用的方式是利用单个电流脉冲。通过对所得结果的分析,可以得出结论:在设计低压或高压绝缘协调时,应考虑环境条件(温度变化)和功能老化与自然老化的协同作用。
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引用次数: 0
An Adaptive Read Control Voltage Scheme for Reliability Enhancement of Flash-Based In-Memory Computing Architecture for Neural Network 提高基于闪存的神经网络内存计算架构可靠性的自适应读取控制电压方案
IF 2.5 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-07-17 DOI: 10.1109/TDMR.2024.3429662
Xinrui Zhang;Jian Huang;Xianping Liu;Baiqing Zhong;Zhiyi Yu
The storage reliability is critical for flash memory based computing in-memory (CIM) architecture for Convolutional Neural Network (CNN). In this paper, we constructed a CIM scheme based on the Nor Flash array (NFA). We conducted simulations to investigate the impact of threshold voltage distribution and drift of Flash memory cells on the recognition accuracy for various CNN architectures based on the CIM schemes. Based on the reliability study, we proposed a novel compensation scheme to effectively mitigate the impact of threshold voltage drift and evaluated the effectiveness of the proposed scheme by recognition accuracy evaluation.
对于基于闪存的卷积神经网络(CNN)内存计算(CIM)架构而言,存储可靠性至关重要。在本文中,我们构建了一种基于 Nor Flash 阵列(NFA)的 CIM 方案。我们进行了仿真,研究了闪存单元的阈值电压分布和漂移对基于 CIM 方案的各种 CNN 架构的识别准确率的影响。在可靠性研究的基础上,我们提出了一种新型补偿方案,以有效缓解阈值电压漂移的影响,并通过识别准确率评估来评价所提方案的有效性。
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引用次数: 0
Performance and Threshold Voltage Reliability of Quaternary InAlGaN/GaN MIS-HEMT on Si for Power Device Applications 用于功率器件应用的硅基四元 InAlGaN/GaN MIS-HEMT 的性能和阈值电压可靠性
IF 2.5 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-07-16 DOI: 10.1109/TDMR.2024.3429185
Shivendra K. Rathaur;Cheng-Jun Ma;Abhisek Dixit;Ching-Ting Lee;Edward Yi Chang
In this study, we empirically explore the performance degradation of quaternary InAlGaN/AlN/GaN Metal-Insulator-Semiconductor High Electron Mobility Transistors (MIS-HEMTs) with a Gate Field Plate (GFP) structure under a Positive Bias Temperature Instability (PBTI) and Negative Bias Temperature Instability (NBTI) stresses. Both stress conditions (PBTI with V ${_{text {GS}}} = 10$ V and NBTI with V ${_{text {GS}}} {=} -30$ V) are applied. The experimental findings reveal a positive shift in threshold voltage (VTH), indicating the presence of a net negative charge beneath the gate area. However, we find distinct degradation dynamics for both stress experiments. During PBTI, the ${mathrm { V}}_{mathrm { TH}}$ shift remains temperature independent, suggesting the generation of defects leading to electron trapping in the insulator. In NBTI, critical defects are identified, resulting in a permanent ${mathrm { V}}_{mathrm { TH}}$ shift with temperature dependence. Furthermore, the extracted activation energy (Ea) from Arrhenius plots in PBTI is determined to be 0.14 eV and 0.11 eV, highlighting the crucial role of shallow C-related traps governed by the Shockley-Read Hall (SRH) recombination process. In contrast, for NBTI, ${mathrm { E}}_{mathrm { a}} = 0.12$ eV, indicating the involvement of surface traps and thermal-assisted de-trapping kinetics, leading to the generation of permanent defects. These results underscore the distinct dynamics of performance degradation phenomena in PBTI and NBTI involves different trap energies at different locations within the device structure.
在本研究中,我们根据经验探讨了具有栅极场板(GFP)结构的四元 InAlGaN/AlN/GaN 金属绝缘体-半导体高电子迁移率晶体管(MIS-HEMT)在正偏置温度不稳定性(PBTI)和负偏置温度不稳定性(NBTI)应力条件下的性能退化。两种应力条件(PBTI 条件下 V ${_{text {GS}} = 10$ V 和 NBTI 条件下 V ${_{text {GS}}{=}-30$ V)。实验结果表明,阈值电压 (VTH) 发生了正向移动,表明栅极区域下方存在净负电荷。然而,我们发现两种应力实验的降解动态截然不同。在 PBTI 期间,${mathrm { V}}_{mathrm { TH}}$ 移动与温度无关,这表明缺陷的产生导致了绝缘体中的电子捕获。在 NBTI 中,临界缺陷被识别出来,导致永久的 ${mathrm { V}_{mathrm { TH}}$ 漂移与温度有关。此外,在 PBTI 中,从阿伦尼乌斯图中提取的活化能(Ea)被确定为 0.14 eV 和 0.11 eV,这突出了由肖克利-雷德霍尔(SRH)重组过程控制的浅 C 相关陷阱的关键作用。相反,对于 NBTI,${mathrm { E}}_{mathrm { a}} = 0.12$ eV,这表明表面陷阱和热辅助去陷阱动力学的参与导致了永久缺陷的产生。这些结果强调了 PBTI 和 NBTI 中性能退化现象的不同动态,涉及器件结构内不同位置的不同陷阱能量。
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引用次数: 0
Investigation on Traps Dynamics & Negative Bias Stress in D-Mode GaN-on-Si Power MIS HEMTs Under High-Temperature 高温条件下 D 模式硅基氮化镓功率 MIS HEMT 陷阱动力学和负偏压应力研究
IF 2.5 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-07-10 DOI: 10.1109/TDMR.2024.3426526
Shivendra K. Rathaur;Le Trung Hieu;Tsung-Ying Yang;Shang Hua Tsai;Wen Yu Lin;Abhisek Dixit;Edward Yi Chang
This experimental study investigates the traps dynamics and threshold voltage (VTH) shift mechanism under negative bias temperature stress for the GaN-on-Si Power MIS HEMTs on field plate design structure. Based on the experimental analysis, two distinct activation energies (Ea) have been identified under the specific reverse bias conditions of VGS= -30 V and VDS=0 V in a wide temperature range. Reverse bias stress experiments (up to 10 ks) show a positive VTH shift of ~1.6 V at room temperature due to the inversion of the charges at the interface between the insulator and AlGaN layer, resulting in net negative charge near the gate region. Subsequently, there is a decrease in VTH shift till $125~^{circ }$ C because of the de-trapping of the inversion charges. This phenomenon shows a strong correlation with a thermally activated activation energy of (E ${_{text {a}}}~approx ~0.23$ eV). Further, the shift in ${mathrm { V}}_{mathrm { TH}}$ turns negative when the temperature is raised to $175~^{circ }$ C, indicating the accumulation of electrons in the channel layer with activation energy (E ${_{text {a}}}~approx ~0.78$ eV) attributed to the activation of nitrogen interstitials from the GaN buffer layer. Additionally, the recovery (up to 10 ks) behavior demonstrates the exponential-linear settlement of the traps to recover the ${mathrm { V}}_{mathrm { TH}}$ shift. Moreover, nitrogen interstitials take more time to suppress the threshold voltage instabilities. These findings explain the ${mathrm { V}}_{mathrm { TH}}$ shift mechanisms in GaN-on-Si Power MIS HEMTs under NBTI.
本实验研究调查了采用场板设计结构的硅基氮化镓功率 MIS HEMT 在负偏压温度应力下的阱动力学和阈值电压(VTH)移动机制。根据实验分析,在 VGS= -30 V 和 VDS=0 V 的特定反向偏压条件下,在较宽的温度范围内确定了两种不同的活化能 (Ea)。反向偏压应力实验(高达 10 ks)显示,在室温下,由于绝缘体和 AlGaN 层界面上的电荷发生反转,导致栅极区附近出现净负电荷,VTH 发生了 ~1.6 V 的正向移动。随后,由于反转电荷的去俘获作用,VTH 位移在 125~^{circ }$ C 时会减小。这一现象与热激活的活化能(E ${_{text {a}}~approx ~0.23$ eV)密切相关。)此外,当温度升高到 175~^{circ }$ C 时,${mathrm { V}}_{mathrm { TH}}$ 的偏移变为负值,这表明电子在沟道层中积累,其活化能(E ${_{text {a}}~approx ~0.78$ eV)归因于氮间杂物从氮化镓缓冲层中的活化。此外,恢复(高达 10 ks)行为表明,阱在恢复 ${mathrm { V}}_{mathrm { TH}}$ 漂移时呈指数线性沉降。此外,氮间质需要更多的时间来抑制阈值电压的不稳定性。这些发现解释了氮化镓硅功率 MIS HEMT 在 NBTI 下的 ${mathrm { V}}_{mathrm { TH}}$ 漂移机制。
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引用次数: 0
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IEEE Transactions on Device and Materials Reliability
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