首页 > 最新文献

IEEE Journal of the Electron Devices Society最新文献

英文 中文
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":"12 ","pages":"692-697"},"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。
{"title":"High Power 190 GHz Frequency Doubler Based On GaAs Schottky Diode","authors":"Nan Wu;Zhi Jin;Jingtao Zhou;Haomiao Wei;Zhicheng Liu;Jianming Lin","doi":"10.1109/JEDS.2024.3453122","DOIUrl":"10.1109/JEDS.2024.3453122","url":null,"abstract":"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.","PeriodicalId":13210,"journal":{"name":"IEEE Journal of the Electron Devices Society","volume":"12 ","pages":"717-722"},"PeriodicalIF":2.0,"publicationDate":"2024-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10663496","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142225427","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
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。
{"title":"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","authors":"Yatexu Patel;Pouya Valizadeh","doi":"10.1109/JEDS.2024.3449798","DOIUrl":"https://doi.org/10.1109/JEDS.2024.3449798","url":null,"abstract":"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.","PeriodicalId":13210,"journal":{"name":"IEEE Journal of the Electron Devices Society","volume":"12 ","pages":"645-650"},"PeriodicalIF":2.0,"publicationDate":"2024-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10646346","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142137517","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
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。
{"title":"Discrete-Trap Effects on 3-D NAND Variability – Part I: Threshold Voltage","authors":"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","doi":"10.1109/JEDS.2024.3447149","DOIUrl":"https://doi.org/10.1109/JEDS.2024.3447149","url":null,"abstract":"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 \u0000<inline-formula> <tex-math>$({mathrm { V}}_{mathrm { T}})$ </tex-math></inline-formula>\u0000 fluctuations induced by traps and show that lower values for the average and rms \u0000<inline-formula> <tex-math>${mathrm { V}}_{mathrm { T}}$ </tex-math></inline-formula>\u0000 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.","PeriodicalId":13210,"journal":{"name":"IEEE Journal of the Electron Devices Society","volume":"12 ","pages":"651-657"},"PeriodicalIF":2.0,"publicationDate":"2024-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10643153","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142137553","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
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。
{"title":"Temperature-Dependent Electrical Characteristics and Low-Frequency Noise Analysis of AlGaN/GaN HEMTs","authors":"Qiang Chen;Y. Q. Chen;Chang Liu;Zhiyuan He;Yuan Chen;K. W. Geng;Y. J. He;W. Y. Chen","doi":"10.1109/JEDS.2024.3447022","DOIUrl":"10.1109/JEDS.2024.3447022","url":null,"abstract":"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.","PeriodicalId":13210,"journal":{"name":"IEEE Journal of the Electron Devices Society","volume":"12 ","pages":"698-702"},"PeriodicalIF":2.0,"publicationDate":"2024-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10643171","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142225428","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
Discrete-Trap Effects on 3-D NAND Variability – Part II: Random Telegraph Noise 离散陷阱对 3-D NAND 变异性的影响 - 第二部分:随机电报噪声
IF 2 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-08-21 DOI: 10.1109/JEDS.2024.3447150
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 Part II of this article we discuss the impact of a discrete treatment of traps on 3-D NAND Flash random telegraph noise (RTN). A higher RTN results when discrete traps are taken into account, that can only be explained by a stronger influence of the discrete charged traps on the current conduction, leading to more percolation. The effects are then investigated as a function of the cell parameters, showing that a continuous model for traps cannot reproduce the correct dependence.
在本文的第二部分,我们将讨论离散陷阱处理对 3-D NAND 闪存随机电报噪声(RTN)的影响。当考虑到离散陷阱时,RTN 会更高,这只能解释为离散带电陷阱对电流传导的影响更大,导致更多的渗滤。然后研究了作为电池参数函数的影响,结果表明陷阱的连续模型无法再现正确的依赖关系。
{"title":"Discrete-Trap Effects on 3-D NAND Variability – Part II: Random Telegraph Noise","authors":"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","doi":"10.1109/JEDS.2024.3447150","DOIUrl":"https://doi.org/10.1109/JEDS.2024.3447150","url":null,"abstract":"In Part II of this article we discuss the impact of a discrete treatment of traps on 3-D NAND Flash random telegraph noise (RTN). A higher RTN results when discrete traps are taken into account, that can only be explained by a stronger influence of the discrete charged traps on the current conduction, leading to more percolation. The effects are then investigated as a function of the cell parameters, showing that a continuous model for traps cannot reproduce the correct dependence.","PeriodicalId":13210,"journal":{"name":"IEEE Journal of the Electron Devices Society","volume":"12 ","pages":"658-661"},"PeriodicalIF":2.0,"publicationDate":"2024-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10643403","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142137518","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
Device Modeling Based on Cost-Sensitive Densely Connected Deep Neural Networks 基于成本敏感型密集连接深度神经网络的设备建模
IF 2 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-08-21 DOI: 10.1109/JEDS.2024.3447032
Xiaoying Tang;Zhiqiang Li;Lang Zeng;Hongwei Zhou;Xiaoxu Cheng;Zhenjie Yao
Engineers used TCAD tools for semiconductor devices modeling. However, it is computationally expensive and time-consuming for advanced devices with smaller dimensions. Therefore, this work proposes a machine learning-based device modeling algorithm to capture the complex nonlinear relationship between parameters and electrical characteristics of gate-all-around (GAA) nanowire field-effect transistors (NWFETs) from technology computer-aided design (TCAD) simulation results. This method utilizes a densely connected deep neural networks (DenseDNN), which establishes direct connections between layers in the neural networks, provides stronger feature extraction and information transmission capabilities. By incorporating cost-sensitive learning methods, the proposed model focus more on the critical data that determines device characteristics, leading to accurate prediction of key device characteristics under various parameters. Experimental results on a test dataset of 116 NWFETs demonstrate the effectiveness of this method. The DenseDNN model with cost-sensitive learning exhibits better performance than traditional deep neural networks (DNN) with various widths and depths, with a prediction error below 1.62%. Moreover, compared to TCAD simulation results, the model can speedup $10^{6}times$ .
工程师使用 TCAD 工具进行半导体器件建模。然而,对于尺寸较小的先进器件来说,这种方法计算成本高且耗时。因此,本研究提出了一种基于机器学习的器件建模算法,以从技术计算机辅助设计(TCAD)仿真结果中捕捉全栅极(GAA)纳米线场效应晶体管(NWFET)参数与电气特性之间复杂的非线性关系。该方法利用密集连接的深度神经网络(DenseDNN),在神经网络各层之间建立直接连接,提供更强的特征提取和信息传输能力。通过采用对成本敏感的学习方法,所提出的模型更加关注决定设备特性的关键数据,从而在各种参数下准确预测关键设备特性。在 116 个 NWFET 测试数据集上的实验结果证明了该方法的有效性。与具有不同宽度和深度的传统深度神经网络(DNN)相比,具有成本敏感学习的 DenseDNN 模型表现出更好的性能,预测误差低于 1.62%。此外,与 TCAD 仿真结果相比,该模型的速度提高了 10^{6}/times$ 。
{"title":"Device Modeling Based on Cost-Sensitive Densely Connected Deep Neural Networks","authors":"Xiaoying Tang;Zhiqiang Li;Lang Zeng;Hongwei Zhou;Xiaoxu Cheng;Zhenjie Yao","doi":"10.1109/JEDS.2024.3447032","DOIUrl":"https://doi.org/10.1109/JEDS.2024.3447032","url":null,"abstract":"Engineers used TCAD tools for semiconductor devices modeling. However, it is computationally expensive and time-consuming for advanced devices with smaller dimensions. Therefore, this work proposes a machine learning-based device modeling algorithm to capture the complex nonlinear relationship between parameters and electrical characteristics of gate-all-around (GAA) nanowire field-effect transistors (NWFETs) from technology computer-aided design (TCAD) simulation results. This method utilizes a densely connected deep neural networks (DenseDNN), which establishes direct connections between layers in the neural networks, provides stronger feature extraction and information transmission capabilities. By incorporating cost-sensitive learning methods, the proposed model focus more on the critical data that determines device characteristics, leading to accurate prediction of key device characteristics under various parameters. Experimental results on a test dataset of 116 NWFETs demonstrate the effectiveness of this method. The DenseDNN model with cost-sensitive learning exhibits better performance than traditional deep neural networks (DNN) with various widths and depths, with a prediction error below 1.62%. Moreover, compared to TCAD simulation results, the model can speedup \u0000<inline-formula> <tex-math>$10^{6}times$ </tex-math></inline-formula>\u0000.","PeriodicalId":13210,"journal":{"name":"IEEE Journal of the Electron Devices Society","volume":"12 ","pages":"619-626"},"PeriodicalIF":2.0,"publicationDate":"2024-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10643157","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142090777","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 Speed Level-Down Shifter Using LTPO TFTs for Low Power and Interface Electronics 利用 LTPO TFT 实现低功耗和接口电子器件的高速降电平移位器
IF 2 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-08-16 DOI: 10.1109/JEDS.2024.3438210
Sunaina Priyadarshi;Abidur Rahaman;Mohammad Masum Billah;Sabiqun Nahar;Md. Redowan Mahmud Arnob;Jin Jang
This article intends to use a low-temperature poly-Si oxide (LTPO) level-down-shifter (LDS) to translate voltage signals with different amplitudes operating at various frequencies. The LTPO LDS is made of p-type low-temperature poly-Si and n-type a-InGaZnO thin-film transistors. The input voltage range of 2 V~10 V could be shifted to 1.2 V ~ 4.41 V output voltage. The rising and falling times are less than 400 ns at the operational frequency of 50 kHz. Also, the multiple output power supply of 6 V, 3 V, and 1.8 V for interface circuits has been possible with a single supply of 10 V. The proposed LDS shows a switching power consumption of 95.57 pW and area of 0.023 mm2.
本文旨在使用低温多晶硅氧化物(LTPO)电平降低转换器(LDS)来转换在不同频率下工作的不同幅度的电压信号。LTPO LDS 由 p 型低温多晶硅和 n 型 a-InGaZnO 薄膜晶体管组成。输入电压范围为 2 V~10 V,可转换为 1.2 V~4.41 V 的输出电压。在 50 kHz 的工作频率下,上升和下降时间小于 400 ns。此外,只需 10 V 单电源,即可为接口电路提供 6 V、3 V 和 1.8 V 的多路输出电源。
{"title":"High Speed Level-Down Shifter Using LTPO TFTs for Low Power and Interface Electronics","authors":"Sunaina Priyadarshi;Abidur Rahaman;Mohammad Masum Billah;Sabiqun Nahar;Md. Redowan Mahmud Arnob;Jin Jang","doi":"10.1109/JEDS.2024.3438210","DOIUrl":"https://doi.org/10.1109/JEDS.2024.3438210","url":null,"abstract":"This article intends to use a low-temperature poly-Si oxide (LTPO) level-down-shifter (LDS) to translate voltage signals with different amplitudes operating at various frequencies. The LTPO LDS is made of p-type low-temperature poly-Si and n-type a-InGaZnO thin-film transistors. The input voltage range of 2 V~10 V could be shifted to 1.2 V ~ 4.41 V output voltage. The rising and falling times are less than 400 ns at the operational frequency of 50 kHz. Also, the multiple output power supply of 6 V, 3 V, and 1.8 V for interface circuits has been possible with a single supply of 10 V. The proposed LDS shows a switching power consumption of 95.57 pW and area of 0.023 mm2.","PeriodicalId":13210,"journal":{"name":"IEEE Journal of the Electron Devices Society","volume":"12 ","pages":"587-593"},"PeriodicalIF":2.0,"publicationDate":"2024-08-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10637919","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142013206","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
Electrical Effect of Nitrogen Implanted Into LDD of MOSFETs 氮气植入 MOSFET LDD 的电气效应
IF 2 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-08-12 DOI: 10.1109/JEDS.2024.3442474
Yoo Seon Song;Markus Lenski;Mohammed F. Karim;Keith Flynn;Jan Hoentschel;Carsten Peters;Jens-Uwe Sachse;Ömür Işıl Aydin;Jun Wu;Bastian Haußdörfer;Mahesh Siddabathula;Konrad Semmler;Jürgen Daleiden
The motivation of this study was to solve the high $rm I_{D,off}$ problem in 8 Volt N-channel MOSFET. We experimented with implanting nitrogen into LDD at various doses. As a result, $rm I_{D,off}$ increases and $rm BV_{DSS}$ decreases as the dose increases. When it exceeds 1.0E15 cm $^{-2}$ , the occurrence of tail-type $rm I_{D,off}$ and $rm BV_{DSS}$ that deviate from the normal distribution increases. Implanted nitrogen enhances the diffusion of dopants in the LDD bulk but suppresses it on the silicon surface. As a result, the depletion curvature at the LDD edge becomes a negative shape and increases the electric field. We performed the same experiment on logic MOSFETs to comprehensively analyze other electrical effects. Nitrogen improves the HCI immunity of MOSFETs but degrades for 2.5 Volt and 8 Volt MOSFETs when the dose is above 1.0E15 cm $^{-2}$ . The short-channel effect of 2.5 Volt MOSFET is insensitive to nitrogen but is suppressed in CORE MOSFET when the dose is over 1.3E15 cm $^{-2}$ . Nitrogen changes $rm I_{D,sat}$ through interactions with co-implanted species and nitrogen dose. As a result, nitrogen co-implanted with phosphorus shows a parabolic-like $rm I_{D,sat}$ trend. However, in the case of CORE MOSFET implanted with arsenic, $rm I_{D,sat}$ does not show a parabolic-like trend but increases continuously. This experiment did not find much benefit from nitrogen implantation for 2.5 Volt and 8 Volt MOSFETs. For all MOSFETs, it is recommended that the nitrogen dosage not exceed 1.0E15 cm $^{-2}$ .
这项研究的动机是解决 8 伏 N 沟道 MOSFET 的高 I_{D,off}$ 问题。我们试验了以不同剂量将氮植入 LDD。结果是,随着剂量的增加,$rm I_{D,off}$ 增加,$rm BV_{DSS}$ 减少。当剂量超过 1.0E15 cm $^{-2}$ 时,偏离正态分布的尾型 $rm I_{D,off}$ 和 $rm BV_{DSS}$ 的出现率会增加。植入的氮增强了掺杂剂在 LDD 块体中的扩散,但却抑制了其在硅表面的扩散。因此,LDD 边缘的耗尽曲率变成了负形状,并增加了电场。我们在逻辑 MOSFET 上进行了同样的实验,以全面分析其他电气效应。氮气提高了 MOSFET 的抗 HCI 能力,但当剂量超过 1.0E15 cm $^{-2}$ 时,2.5 伏和 8 伏 MOSFET 的抗 HCI 能力会下降。2.5 伏 MOSFET 的短沟道效应对氮不敏感,但当剂量超过 1.3E15 厘米 $^{-2}$ 时,CORE MOSFET 的短沟道效应受到抑制。氮通过与共植入物种和氮剂量的相互作用改变了 $rm I_{D,sat}$。因此,氮与磷的共植入呈现出类似抛物线的 $rm I_{D,sat}$ 趋势。然而,在植入砷的 CORE MOSFET 中,$rm I_{D,sat}$ 并未呈现抛物线趋势,而是持续增加。本实验没有发现氮植入对 2.5 伏和 8 伏 MOSFET 有什么好处。对于所有 MOSFET,建议氮气用量不要超过 1.0E15 cm $^{-2}$ 。
{"title":"Electrical Effect of Nitrogen Implanted Into LDD of MOSFETs","authors":"Yoo Seon Song;Markus Lenski;Mohammed F. Karim;Keith Flynn;Jan Hoentschel;Carsten Peters;Jens-Uwe Sachse;Ömür Işıl Aydin;Jun Wu;Bastian Haußdörfer;Mahesh Siddabathula;Konrad Semmler;Jürgen Daleiden","doi":"10.1109/JEDS.2024.3442474","DOIUrl":"https://doi.org/10.1109/JEDS.2024.3442474","url":null,"abstract":"The motivation of this study was to solve the high \u0000<inline-formula> <tex-math>$rm I_{D,off}$ </tex-math></inline-formula>\u0000 problem in 8 Volt N-channel MOSFET. We experimented with implanting nitrogen into LDD at various doses. As a result, \u0000<inline-formula> <tex-math>$rm I_{D,off}$ </tex-math></inline-formula>\u0000 increases and \u0000<inline-formula> <tex-math>$rm BV_{DSS}$ </tex-math></inline-formula>\u0000 decreases as the dose increases. When it exceeds 1.0E15 cm\u0000<inline-formula> <tex-math>$^{-2}$ </tex-math></inline-formula>\u0000, the occurrence of tail-type \u0000<inline-formula> <tex-math>$rm I_{D,off}$ </tex-math></inline-formula>\u0000 and \u0000<inline-formula> <tex-math>$rm BV_{DSS}$ </tex-math></inline-formula>\u0000 that deviate from the normal distribution increases. Implanted nitrogen enhances the diffusion of dopants in the LDD bulk but suppresses it on the silicon surface. As a result, the depletion curvature at the LDD edge becomes a negative shape and increases the electric field. We performed the same experiment on logic MOSFETs to comprehensively analyze other electrical effects. Nitrogen improves the HCI immunity of MOSFETs but degrades for 2.5 Volt and 8 Volt MOSFETs when the dose is above 1.0E15 cm\u0000<inline-formula> <tex-math>$^{-2}$ </tex-math></inline-formula>\u0000. The short-channel effect of 2.5 Volt MOSFET is insensitive to nitrogen but is suppressed in CORE MOSFET when the dose is over 1.3E15 cm\u0000<inline-formula> <tex-math>$^{-2}$ </tex-math></inline-formula>\u0000. Nitrogen changes \u0000<inline-formula> <tex-math>$rm I_{D,sat}$ </tex-math></inline-formula>\u0000 through interactions with co-implanted species and nitrogen dose. As a result, nitrogen co-implanted with phosphorus shows a parabolic-like \u0000<inline-formula> <tex-math>$rm I_{D,sat}$ </tex-math></inline-formula>\u0000 trend. However, in the case of CORE MOSFET implanted with arsenic, \u0000<inline-formula> <tex-math>$rm I_{D,sat}$ </tex-math></inline-formula>\u0000 does not show a parabolic-like trend but increases continuously. This experiment did not find much benefit from nitrogen implantation for 2.5 Volt and 8 Volt MOSFETs. For all MOSFETs, it is recommended that the nitrogen dosage not exceed 1.0E15 cm\u0000<inline-formula> <tex-math>$^{-2}$ </tex-math></inline-formula>\u0000.","PeriodicalId":13210,"journal":{"name":"IEEE Journal of the Electron Devices Society","volume":"12 ","pages":"627-636"},"PeriodicalIF":2.0,"publicationDate":"2024-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10634165","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142090780","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-Performance Germanium P-I-N Photodiodes for High-Speed, Hard X-Ray Imaging 用于高速硬 X 射线成像的高性能锗 P-I-N 光电二极管
IF 2 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-08-08 DOI: 10.1109/JEDS.2024.3441389
Ziang Guo;Sergei Mistyuk;Arthur Carpenter;Charles E. Hunt
Design, fabrication, and measurement of vertical Germanium (Ge) Photodiodes for highspeed, hard X-Ray imaging is presented. The devices used atmospheric-pressure epitaxial absorption layers, varying absorption layer thicknesses (10 – 245 $mu$ m) over bulk-Ge substrates, fabricated in various sizes. Measurements include large-signal and transient-response from X-ray source between 6 keV and 28 keV. The results approach a 100% external quantum efficiency with 245 $mu$ m absorption regions and a 22% improvement in temporal response with 10 $mu$ m absorption region compared to an Si reference device of the same active area.
介绍了用于高速硬x射线成像的垂直锗光电二极管的设计、制造和测量。该器件采用常压外延吸收层,不同的吸收层厚度(10 - 245 $mu$ m)覆盖在体积锗衬底上,制作成不同的尺寸。测量包括6 keV和28 keV之间的x射线源的大信号和瞬态响应。结果表明,与具有相同活性区域的Si参考器件相比,245 $mu$ m吸收区域的外量子效率接近100%,10 $mu$ m吸收区域的时间响应提高了22%。
{"title":"High-Performance Germanium P-I-N Photodiodes for High-Speed, Hard X-Ray Imaging","authors":"Ziang Guo;Sergei Mistyuk;Arthur Carpenter;Charles E. Hunt","doi":"10.1109/JEDS.2024.3441389","DOIUrl":"10.1109/JEDS.2024.3441389","url":null,"abstract":"Design, fabrication, and measurement of vertical Germanium (Ge) Photodiodes for highspeed, hard X-Ray imaging is presented. The devices used atmospheric-pressure epitaxial absorption layers, varying absorption layer thicknesses (10 – 245 \u0000<inline-formula> <tex-math>$mu$ </tex-math></inline-formula>\u0000m) over bulk-Ge substrates, fabricated in various sizes. Measurements include large-signal and transient-response from X-ray source between 6 keV and 28 keV. The results approach a 100% external quantum efficiency with 245 \u0000<inline-formula> <tex-math>$mu$ </tex-math></inline-formula>\u0000m absorption regions and a 22% improvement in temporal response with 10 \u0000<inline-formula> <tex-math>$mu$ </tex-math></inline-formula>\u0000m absorption region compared to an Si reference device of the same active area.","PeriodicalId":13210,"journal":{"name":"IEEE Journal of the Electron Devices Society","volume":"12 ","pages":"1051-1056"},"PeriodicalIF":2.0,"publicationDate":"2024-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10632103","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141969057","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
期刊
IEEE Journal of the Electron Devices Society
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1