首页 > 最新文献

Solid-state Electronics最新文献

英文 中文
Comprehensive evaluation of gate-induced drain leakage in SOI stacked nanowire nMOSFETs operating in high-temperatures 全面评估在高温下工作的 SOI 叠层纳米线 nMOSFET 中的栅极诱导漏极泄漏
IF 1.7 4区 物理与天体物理 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-02-01 DOI: 10.1016/j.sse.2024.108865
Michelly de Souza , Antonio Cerdeira , Magali Estrada , Mikaël Cassé , Sylvain Barraud , Maud Vinet , Olivier Faynot , Marcelo A. Pavanello

This paper presents a comprehensive experimental analysis of the gate-induced drain leakage (GIDL) in two-level stacked nanowire SOI nMOSFETs for operating temperatures between 300 K and 580 K. Devices with different channel lengths and fin widths were measured. The results show that temperature rise increases the GIDL current for stacked nanowire transistors and its dependence on nanowire width. For a fixed gate voltage, the channel length reduction increases the GIDL current except in the presence of short-channel length. Three-dimensional TCAD simulations were performed, and the band-to-band generation was extracted for devices with different channel lengths, widths, and temperatures. The temperature rise increases valence and conduction energy levels, being more pronounced in the first, which causes the reduction of the lateral distance between the two levels, finally favoring the transversal band-to-band tunneling.

本文对工作温度介于 300 K 和 580 K 之间的两级堆叠纳米线 SOI nMOSFET 的栅极诱导漏电流(GIDL)进行了全面的实验分析。测量了不同沟道长度和鳍片宽度的器件。结果表明,温度升高会增大堆叠纳米线晶体管的 GIDL 电流,而且 GIDL 电流与纳米线宽度有关。在栅极电压固定的情况下,除短沟道长度外,沟道长度的减少会增加 GIDL 电流。我们进行了三维 TCAD 仿真,并提取了具有不同沟道长度、宽度和温度的器件的带到带发电量。温度升高会增加价能级和传导能级,前者更为明显,从而导致两个能级之间的横向距离减小,最终有利于横向带对带隧道。
{"title":"Comprehensive evaluation of gate-induced drain leakage in SOI stacked nanowire nMOSFETs operating in high-temperatures","authors":"Michelly de Souza ,&nbsp;Antonio Cerdeira ,&nbsp;Magali Estrada ,&nbsp;Mikaël Cassé ,&nbsp;Sylvain Barraud ,&nbsp;Maud Vinet ,&nbsp;Olivier Faynot ,&nbsp;Marcelo A. Pavanello","doi":"10.1016/j.sse.2024.108865","DOIUrl":"10.1016/j.sse.2024.108865","url":null,"abstract":"<div><p>This paper presents a comprehensive experimental analysis of the gate-induced drain leakage (GIDL) in two-level stacked nanowire SOI nMOSFETs for operating temperatures between 300 K and 580 K. Devices with different channel lengths and fin widths were measured. The results show that temperature rise increases the GIDL current for stacked nanowire transistors and its dependence on nanowire width. For a fixed gate voltage, the channel length reduction increases the GIDL current except in the presence of short-channel length. Three-dimensional TCAD simulations were performed, and the band-to-band generation was extracted for devices with different channel lengths, widths, and temperatures. The temperature rise increases valence and conduction energy levels, being more pronounced in the first, which causes the reduction of the lateral distance between the two levels, finally favoring the transversal band-to-band tunneling.</p></div>","PeriodicalId":21909,"journal":{"name":"Solid-state Electronics","volume":"214 ","pages":"Article 108865"},"PeriodicalIF":1.7,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139662158","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Preconditioning of Ohmic p-GaN power HEMT for reproducible Vth measurements 预调节欧姆 p-GaN 功率 HEMT 以实现可重现的 Vth 测量
IF 1.7 4区 物理与天体物理 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-01-30 DOI: 10.1016/j.sse.2024.108868
L. Ghizzo , D. Trémouilles , F. Richardeau , G. Guibaud

The fluctuation of the threshold voltage (Vth) presents a challenge while monitoring electrical drift in reliability studies of GaN HEMTs. While technologies, such as ohmic p-GaN, may lessen Vth fluctuations, the issue of recoverable charge trapping still remains. Therefore, it is crucial to adopt novel characterization methods when conducting reliability studies, in order to measure intrinsic changes rather than the charge-trapping effects that exist even in non-degraded transistors. One method expounded in this paper allows for a reliable and replicable measurement of Vth for an ohmic p-GaN gate HEMT GaN. A dedicated gate-bias profile is introduced immediately prior to the threshold-voltage measurement to stabilize it. This preconditioning phase necessitates a negative bias voltage followed by a suitably high voltage to be effective. The novel protocol introduced is also shown to be applicable to other HEMT GaN structures.

在 GaN HEMT 可靠性研究中,阈值电压(Vth)的波动给监测电漂移带来了挑战。虽然欧姆 p-GaN 等技术可以减小 Vth 波动,但可恢复的电荷捕获问题依然存在。因此,在进行可靠性研究时,采用新颖的表征方法至关重要,以便测量内在变化,而不是即使在非降级晶体管中也存在的电荷捕获效应。本文阐述的一种方法可以可靠、可复制地测量欧姆 p-GaN 栅极 HEMT GaN 的 Vth。在阈值电压测量之前,会立即引入一个专用的栅极偏置曲线,以稳定测量结果。这一预处理阶段需要负偏置电压和适当的高电压才能有效。事实证明,引入的新协议也适用于其他 HEMT GaN 结构。
{"title":"Preconditioning of Ohmic p-GaN power HEMT for reproducible Vth measurements","authors":"L. Ghizzo ,&nbsp;D. Trémouilles ,&nbsp;F. Richardeau ,&nbsp;G. Guibaud","doi":"10.1016/j.sse.2024.108868","DOIUrl":"10.1016/j.sse.2024.108868","url":null,"abstract":"<div><p>The fluctuation of the threshold voltage (<em>V<sub>th</sub></em>) presents a challenge while monitoring electrical drift in reliability studies of GaN HEMTs. While technologies, such as ohmic p-GaN, may lessen <em>V<sub>th</sub></em> fluctuations, the issue of recoverable charge trapping still remains. Therefore, it is crucial to adopt novel characterization methods when conducting reliability studies, in order to measure intrinsic changes rather than the charge-trapping effects that exist even in non-degraded transistors. One method expounded in this paper allows for a reliable and replicable measurement of <em>V<sub>th</sub></em> for an ohmic p-GaN gate HEMT GaN. A dedicated gate-bias profile is introduced immediately prior to the threshold-voltage measurement to stabilize it. This preconditioning phase necessitates a negative bias voltage followed by a suitably high voltage to be effective. The novel protocol introduced is also shown to be applicable to other HEMT GaN structures.</p></div>","PeriodicalId":21909,"journal":{"name":"Solid-state Electronics","volume":"214 ","pages":"Article 108868"},"PeriodicalIF":1.7,"publicationDate":"2024-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139648194","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Influence of gate-source/drain overlap on FeFETs 栅源/漏极重叠对 FeFET 的影响
IF 1.7 4区 物理与天体物理 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-01-26 DOI: 10.1016/j.sse.2024.108862
Changha Kim , Dong-Oh Kim , Woo Young Choi

The influences of gate-source/drain overlap on ferroelectric field-effect transistors (FeFETs) are investigated with various gate-source/drain overlap lengths (Lov’s) and doping concentrations of the gate-source/drain overlap region (Dov’s). In contrast to conventional metal-ferroelectric-insulator-semiconductor (MFIS) FeFETs, a metal layer between a ferroelectric and an insulator layer allows overlap capacitance to affect the entire ferroelectric layer in metal-ferroelectric-metal–insulator-semiconductor (MFMIS) FeFETs. As Lov and Dov increase, the effective channel length of both FeFETs decreases. In the case of MFMIS FeFETs, the gate-to-source/drain overlap capacitance (Cov,gate-S/D) increases, leading to a larger voltage drop across the ferroelectric layer. According to the simulation results, MFMIS FeFETs show a wider memory window (MW) and larger sensing margin than MFIS FeFETs.

本研究采用不同的栅源/漏极重叠长度(Lov's)和栅源/漏极重叠区的掺杂浓度(Dov's),研究了栅源/漏极重叠对铁电场效应晶体管(FeFET)的影响。与传统的金属-铁电-绝缘体-半导体 (MFIS) FeFET 不同,铁电层和绝缘体层之间的金属层允许重叠电容影响金属-铁电-金属-绝缘体-半导体 (MFMIS) FeFET 中的整个铁电层。随着 Lov 和 Dov 的增加,这两种 FeFET 的有效沟道长度都会减小。对于 MFMIS FeFET,栅极到源极/漏极的重叠电容(Cov,gate-S/D)会增加,导致铁电层上的压降增大。根据仿真结果,与 MFIS FeFET 相比,MFMIS FeFET 具有更宽的存储窗口 (MW) 和更大的传感裕度。
{"title":"Influence of gate-source/drain overlap on FeFETs","authors":"Changha Kim ,&nbsp;Dong-Oh Kim ,&nbsp;Woo Young Choi","doi":"10.1016/j.sse.2024.108862","DOIUrl":"10.1016/j.sse.2024.108862","url":null,"abstract":"<div><p>The influences of gate-source/drain overlap on ferroelectric field-effect transistors (FeFETs) are investigated with various gate-source/drain overlap lengths (<em>L</em><sub>ov</sub>’s) and doping concentrations of the gate-source/drain overlap region (<em>D</em><sub>ov</sub>’s). In contrast to conventional metal-ferroelectric-insulator-semiconductor (MFIS) FeFETs, a metal layer between a ferroelectric and an insulator layer allows overlap capacitance to affect the entire ferroelectric layer in metal-ferroelectric-metal–insulator-semiconductor (MFMIS) FeFETs. As <em>L</em><sub>ov</sub> and <em>D</em><sub>ov</sub> increase, the effective channel length of both FeFETs decreases. In the case of MFMIS FeFETs, the gate-to-source/drain overlap capacitance (<em>C</em><sub>ov,gate-S/D</sub>) increases, leading to a larger voltage drop across the ferroelectric layer. According to the simulation results, MFMIS FeFETs show a wider memory window (MW) and larger sensing margin than MFIS FeFETs.</p></div>","PeriodicalId":21909,"journal":{"name":"Solid-state Electronics","volume":"214 ","pages":"Article 108862"},"PeriodicalIF":1.7,"publicationDate":"2024-01-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139583903","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Improved electrical performance of InAlN/GaN high electron mobility transistors with forming gas annealing 通过成型气体退火提高 InAlN/GaN 高电子迁移率晶体管的电气性能
IF 1.7 4区 物理与天体物理 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-01-19 DOI: 10.1016/j.sse.2024.108861
Siheng Chen , Peng Cui , Handoko Linewih , Kuan Yew Cheong , Mingsheng Xu , Xin Luo , Liu Wang , Jiuji Sun , Jiacheng Dai , Jisheng Han , Xiangang Xu

The surface electronic states and defects of gallium nitride based high-electron-mobility transistors (HEMTs) play a critical role affecting channel electron density, electron mobility, leakage current, radio frequency (RF) power output and power added efficiency of devices. This article demonstrates the improved surface properties of InAlN/GaN HEMTs through forming gas (FG) annealing, resulting in a significantly improved electrical properties. The X-ray photoelectron spectra reveals a reduction of surface native oxide after FG H2/N2 annealing whereby the amount of Ga–O bonds is decreased. Compared with N2 annealing, an on-resistance of 1.68 Ω·mm, a subthreshold swing of 118 mV/dec, a transconductance peak of 513 mS/mm, a gate diode breakdown voltage of surpassing 42 V, and a high current/power gain cutoff frequency (fT/fmax) of 165/165 GHz are achieved by the 50-nm InAlN/GaN HEMT on Si substrate.

基于氮化镓的高电子迁移率晶体管(HEMT)的表面电子状态和缺陷对器件的沟道电子密度、电子迁移率、漏电流、射频(RF)功率输出和功率附加效率有着至关重要的影响。本文展示了通过成型气体(FG)退火改善 InAlN/GaN HEMT 的表面特性,从而显著提高其电气特性。X 射线光电子能谱显示,FG H2/N2 退火后,表面原生氧化物减少,Ga-O 键的数量也随之减少。与 N2 退火相比,硅衬底上的 50 纳米 InAlN/GaN HEMT 实现了 1.68 Ω-mm的导通电阻、118 mV/dec 的亚阈值摆幅、513 mS/mm 的跨导峰值、超过 42 V 的栅极二极管击穿电压以及 165/165 GHz 的高电流/功率增益截止频率 (fT/fmax)。
{"title":"Improved electrical performance of InAlN/GaN high electron mobility transistors with forming gas annealing","authors":"Siheng Chen ,&nbsp;Peng Cui ,&nbsp;Handoko Linewih ,&nbsp;Kuan Yew Cheong ,&nbsp;Mingsheng Xu ,&nbsp;Xin Luo ,&nbsp;Liu Wang ,&nbsp;Jiuji Sun ,&nbsp;Jiacheng Dai ,&nbsp;Jisheng Han ,&nbsp;Xiangang Xu","doi":"10.1016/j.sse.2024.108861","DOIUrl":"10.1016/j.sse.2024.108861","url":null,"abstract":"<div><p>The surface electronic states and defects of gallium nitride based high-electron-mobility transistors (HEMTs) play a critical role affecting channel electron density, electron mobility, leakage current, radio frequency (RF) power output and power added efficiency of devices. This article demonstrates the improved surface properties of InAlN/GaN HEMTs through forming gas (FG) annealing, resulting in a significantly improved electrical properties. The X-ray photoelectron spectra reveals a reduction of surface native oxide after FG H<sub>2</sub>/N<sub>2</sub> annealing whereby the amount of Ga–O bonds is decreased. Compared with N<sub>2</sub> annealing, an on-resistance of 1.68 Ω·mm, a subthreshold swing of 118 mV/dec, a transconductance peak of 513 mS/mm, a gate diode breakdown voltage of surpassing 42 V, and a high current/power gain cutoff frequency (<em>f</em><sub>T</sub>/<em>f</em><sub>max</sub>) of 165/165 GHz are achieved by the 50-nm InAlN/GaN HEMT on Si substrate.</p></div>","PeriodicalId":21909,"journal":{"name":"Solid-state Electronics","volume":"213 ","pages":"Article 108861"},"PeriodicalIF":1.7,"publicationDate":"2024-01-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139509548","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Quantum information processing in electrically defined Silicon triple quantum dot systems 电定义硅三量子点系统中的量子信息处理
IF 1.7 4区 物理与天体物理 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-01-15 DOI: 10.1016/j.sse.2024.108863
Ji-Hoon Kang, Hoon Ryu

Quantum bits (qubits) operations in electrically defined Silicon (Si) triple quantum dots (TQDs) are computationally investigated to elevate the potential of TQD structure as a platform for quantum information processing. Employing a realistic Si/Si-germanium heterostructure as a target model, device simulations are conducted to secure an initialized qubit state. Basic programmability is verified through implementation of individual qubit operations and 2-qubit entangling operations between neighboring QDs. Constructing a gate sequence composed of 1-qubit and 2-qubit blocks, then, we not only generate three-qubit Greenberger–Horne–Zeilinger state, but also quantify the degradation of state fidelity under the inevitable inaccuracy which are incorporated in the dominant factors of spin-qubit Hamiltonian. Presenting engineering details that are hard to be carried by simulations based on the first principle theory, this work can be served as a practical guideline for designs of scalable quantum processors with electron spin-qubits in Si QD platforms.

对电学定义的硅(Si)三量子点(TQDs)中的量子比特(qubit)操作进行了计算研究,以提升 TQD 结构作为量子信息处理平台的潜力。以现实中的硅/硅锗异质结构为目标模型,进行了器件仿真,以确保初始化量子比特状态。通过实现单个量子比特操作和相邻 QD 之间的双量子比特纠缠操作,验证了基本的可编程性。通过构建由 1 量子位和 2 量子位块组成的门序列,我们不仅生成了三量子位格林伯格-霍恩-蔡林格状态,还量化了状态保真度在不可避免的误差下的衰减情况,这些误差被纳入自旋量子位哈密顿的主导因子中。这项工作提出了基于第一原理理论的模拟难以实现的工程细节,可作为在硅 QD 平台上设计具有电子自旋量子比特的可扩展量子处理器的实用指南。
{"title":"Quantum information processing in electrically defined Silicon triple quantum dot systems","authors":"Ji-Hoon Kang,&nbsp;Hoon Ryu","doi":"10.1016/j.sse.2024.108863","DOIUrl":"10.1016/j.sse.2024.108863","url":null,"abstract":"<div><p><span><span>Quantum bits (qubits) operations in electrically defined </span>Silicon<span> (Si) triple quantum dots (TQDs) are computationally investigated to elevate the potential of TQD structure as a platform for quantum information processing. Employing a realistic Si</span></span><span><math><mo>/</mo></math></span><span><span><span>Si-germanium heterostructure as a target model, device simulations are conducted to secure an initialized qubit state. Basic </span>programmability is verified through implementation of individual qubit operations and 2-qubit entangling operations between neighboring QDs. Constructing a gate sequence composed of 1-qubit and 2-qubit blocks, then, we not only generate three-qubit Greenberger–Horne–Zeilinger state, but also quantify the degradation of state fidelity under the inevitable inaccuracy which are incorporated in the dominant factors of spin-qubit </span>Hamiltonian<span>. Presenting engineering details that are hard to be carried by simulations based on the first principle theory, this work can be served as a practical guideline for designs of scalable quantum processors with electron spin-qubits in Si QD platforms.</span></span></p></div>","PeriodicalId":21909,"journal":{"name":"Solid-state Electronics","volume":"213 ","pages":"Article 108863"},"PeriodicalIF":1.7,"publicationDate":"2024-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139470083","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Voltage ramp stress based lifetime-prediction model of advanced Al-doped HfO2 dielectric for 2.5D MIMCAPs 基于电压斜坡应力的 2.5d mimcaps 高级掺铝 hfo2 介电寿命预测模型
IF 1.7 4区 物理与天体物理 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-01-15 DOI: 10.1016/j.sse.2024.108864
Corinna Fohn , Emmanuel Chery , Kristof Croes , Michele Stucchi , Valeri Afanas’ev

The reliability of an Al-doped HfO2 dielectric used in a high density 2.5D MIMCAP is investigated by constant voltage stress (CVS) and voltage ramp stress (VRS) measurements. The good agreement of the results from the two techniques allows to propose a model for lifetime prediction based on the breakdown characteristics. The extracted activation energy shows a voltage dependence associated with a change in the degradation characteristics of the high-κ material at high fields.

通过恒压应力(CVS)和电压斜坡应力(VRS)测量,研究了用于高密度 2.5D MIMCAP 的掺铝 HfO2 介电材料的可靠性。两种技术得出的结果非常吻合,因此可以根据击穿特性提出寿命预测模型。提取的活化能显示出电压依赖性,这与高κ材料在高电场下的降解特性变化有关。
{"title":"Voltage ramp stress based lifetime-prediction model of advanced Al-doped HfO2 dielectric for 2.5D MIMCAPs","authors":"Corinna Fohn ,&nbsp;Emmanuel Chery ,&nbsp;Kristof Croes ,&nbsp;Michele Stucchi ,&nbsp;Valeri Afanas’ev","doi":"10.1016/j.sse.2024.108864","DOIUrl":"10.1016/j.sse.2024.108864","url":null,"abstract":"<div><p>The reliability of an Al-doped HfO<span><math><msub><mrow></mrow><mrow><mn>2</mn></mrow></msub></math></span><span><span> dielectric<span> used in a high density 2.5D MIMCAP is investigated by constant voltage stress (CVS) and voltage ramp stress (VRS) measurements. The good agreement of the results from the two techniques allows to propose a model for lifetime prediction based on the breakdown characteristics. The extracted </span></span>activation energy shows a voltage dependence associated with a change in the degradation characteristics of the high-</span><span><math><mi>κ</mi></math></span> material at high fields.</p></div>","PeriodicalId":21909,"journal":{"name":"Solid-state Electronics","volume":"213 ","pages":"Article 108864"},"PeriodicalIF":1.7,"publicationDate":"2024-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139470080","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Deep spiking neural networks with integrate and fire neuron using steep switching device 利用陡峭开关设备整合和发射神经元的深度尖峰神经网络
IF 1.7 4区 物理与天体物理 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-01-12 DOI: 10.1016/j.sse.2024.108860
Sung Yun Woo , Sangyeon Pak , Sung-Tae Lee

Deep learning has shown impressive capabilities in tasks like speech recognition and image classification. However, modern deep neural networks often demand a significant number of weights and extensive computational resources, creating efficiency challenges for applications on edge devices. To address these issues, researchers have introduced deep spiking neural networks (DSNNs) that leverage specialized hardware for synapses and neurons. DSNNs offer a potential solution by improving efficiency in edge-device applications. In this paper, the hardware based DSNN with integrate and fire neuron using steep switching device was investigated. We propose integrate and fire neuron using steep switching device to implement rate coding as input encoding method. Because the steep switching device has double-gate, the threshold voltage of the neuron circuits can be adaptively controlled, which changes the rates of input pulse. Hence, the adjustment of the threshold of neuron can be employed to mitigate the accuracy deterioration resulting from the transformation from deep neural networks (DNNs) to DSNNs. In addition, the off-current of proposed integrate and fire neuron circuit decreases significantly as the steep switching device has steep subthreshold swing. A system simulation of a hardware based DSNN shows that the adjustable threshold of the neuron circuit can achieve a high inference accuracy of 98.36 % which is comparable to that obtained with software based DNN.

深度学习已在语音识别和图像分类等任务中展现出令人印象深刻的能力。然而,现代深度神经网络往往需要大量权重和大量计算资源,给边缘设备上的应用带来了效率挑战。为了解决这些问题,研究人员推出了深度尖峰神经网络(DSNN),利用专门的硬件来实现突触和神经元。DSNN 通过提高边缘设备应用的效率,提供了一种潜在的解决方案。本文研究了基于硬件的 DSNN,该网络使用陡峭开关设备集成和发射神经元。我们提出了使用陡峭开关器件的集成和发射神经元,以实现率编码作为输入编码方法。由于陡峭开关器件具有双栅极,神经元电路的阈值电压可以自适应控制,从而改变输入脉冲的速率。因此,神经元阈值的调整可用于缓解从深度神经网络(DNN)到 DSNN 的转变所导致的精度下降。此外,由于陡峭开关器件具有陡峭的阈下摆动,因此所提议的集成和发射神经元电路的关断电流会显著降低。对基于硬件的 DSNN 进行的系统仿真表明,神经元电路的可调阈值可实现 98.36 % 的高推理精度,与基于软件的 DNN 的推理精度相当。
{"title":"Deep spiking neural networks with integrate and fire neuron using steep switching device","authors":"Sung Yun Woo ,&nbsp;Sangyeon Pak ,&nbsp;Sung-Tae Lee","doi":"10.1016/j.sse.2024.108860","DOIUrl":"10.1016/j.sse.2024.108860","url":null,"abstract":"<div><p>Deep learning has shown impressive capabilities in tasks like speech recognition and image classification. However, modern deep neural networks often demand a significant number of weights and extensive computational resources, creating efficiency challenges for applications on edge devices. To address these issues, researchers have introduced deep spiking neural networks (DSNNs) that leverage specialized hardware for synapses and neurons. DSNNs offer a potential solution by improving efficiency in edge-device applications. In this paper, the hardware based DSNN with integrate and fire neuron using steep switching device was investigated. We propose integrate and fire neuron using steep switching device to implement rate coding as input encoding method. Because the steep switching device has double-gate, the threshold voltage of the neuron circuits can be adaptively controlled, which changes the rates of input pulse. Hence, the adjustment of the threshold of neuron can be employed to mitigate the accuracy deterioration resulting from the transformation from deep neural networks (DNNs) to DSNNs. In addition, the off-current of proposed integrate and fire neuron circuit decreases significantly as the steep switching device has steep subthreshold swing. A system simulation of a hardware based DSNN shows that the adjustable threshold of the neuron circuit can achieve a high inference accuracy of 98.36 % which is comparable to that obtained with software based DNN.</p></div>","PeriodicalId":21909,"journal":{"name":"Solid-state Electronics","volume":"214 ","pages":"Article 108860"},"PeriodicalIF":1.7,"publicationDate":"2024-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139470081","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Performance potential of transistors based on tellurium nanowire arrays: A quantum transport study 基于碲纳米线阵列的晶体管的性能潜力:量子传输研究
IF 1.7 4区 物理与天体物理 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-01-09 DOI: 10.1016/j.sse.2024.108859
Ning Yang, Jing Guo

Low-dimensional nanomaterials provide promising material platforms for aggressively scaled transistor technologies. We assess the performance potential of transistors based on an array of Tellurium nanowires (TNWs), by parameterizing a machine-learning (ML) tight-binding model with quantum transport device simulations. It has been shown that a transistor based on a parallel array of carbon nanotubes (CNTs) can have excellent on-state performance, but the small bandgap limits the transistor scalability and off-state performance. Our results indicate that compared to the CNT array FETs, the TNW array FETs have significantly suppressed ambipolar transport and improved subthreshold characteristics. The TNW array FET has the potential to achieve a near-ideal subthreshold swing (SS) close to 60 mV/dec, a very large on–off ratio (>109), and low source-drain leakage current at a 10 nm-scale channel length, due to its excellent gate electrostatics with a gate-all-around (GAA) structure, larger band gap and reduced quantum–mechanical tunneling. The TNW array FET also shows excellent scalability with a SS below 100 mV/dec when the channel length is further scaled down to 5 nm. Its larger bandgap and heavier effective mass significantly reduce quantum tunneling. This mechanism contributes to improved subthreshold and lower leakage but also highlights the need to develop low Schottky barrier contacts for TNWs.

低维纳米材料为大规模晶体管技术提供了前景广阔的材料平台。我们通过对机器学习(ML)紧密结合模型与量子输运器件模拟进行参数化,评估了基于碲纳米线(TNWs)阵列的晶体管的性能潜力。已有研究表明,基于碳纳米管(CNTs)平行阵列的晶体管具有出色的通态性能,但小带隙限制了晶体管的可扩展性和离态性能。我们的研究结果表明,与 CNT 阵列场效应晶体管相比,TNW 阵列场效应晶体管能显著抑制伏极传输,并改善亚阈值特性。TNW 阵列场效应晶体管具有接近理想的次阈值摆幅 (SS),接近 60 mV/dec,具有非常大的导通-关断比 (>109),并且在 10 nm 尺寸的沟道长度上具有较低的源漏电流,这归功于其具有栅极全环绕 (GAA) 结构的出色栅极静电特性、较大的带隙和较低的量子机械隧穿。TNW 阵列场效应晶体管还具有出色的可扩展性,当沟道长度进一步缩小到 5 纳米时,其 SS 值低于 100 mV/dec。更大的带隙和更重的有效质量大大减少了量子隧穿。这种机制有助于改善亚阈值和降低漏电,但也凸显了为 TNW 开发低肖特基势垒触点的必要性。
{"title":"Performance potential of transistors based on tellurium nanowire arrays: A quantum transport study","authors":"Ning Yang,&nbsp;Jing Guo","doi":"10.1016/j.sse.2024.108859","DOIUrl":"10.1016/j.sse.2024.108859","url":null,"abstract":"<div><p>Low-dimensional nanomaterials provide promising material platforms for aggressively scaled transistor technologies. We assess the performance potential of transistors based on an array of Tellurium nanowires (TNWs), by parameterizing a machine-learning (ML) tight-binding model with quantum transport device simulations. It has been shown that a transistor based on a parallel array of carbon nanotubes (CNTs) can have excellent on-state performance, but the small bandgap limits the transistor scalability and off-state performance. Our results indicate that compared to the CNT array FETs, the TNW array FETs have significantly suppressed ambipolar transport and improved subthreshold characteristics. The TNW array FET has the potential to achieve a near-ideal subthreshold swing (SS) close to 60 mV/dec, a very large on–off ratio (&gt;10<sup>9</sup>), and low source-drain leakage current at a 10 nm-scale channel length, due to its excellent gate electrostatics with a gate-all-around (GAA) structure, larger band gap and reduced quantum–mechanical tunneling. The TNW array FET also shows excellent scalability with a SS below 100 mV/dec when the channel length is further scaled down to 5 nm. Its larger bandgap and heavier effective mass significantly reduce quantum tunneling. This mechanism contributes to improved subthreshold and lower leakage but also highlights the need to develop low Schottky barrier contacts for TNWs.</p></div>","PeriodicalId":21909,"journal":{"name":"Solid-state Electronics","volume":"213 ","pages":"Article 108859"},"PeriodicalIF":1.7,"publicationDate":"2024-01-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139421211","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Silicon nitride resistance switching MIS cells doped with silicon atoms 掺杂硅原子的氮化硅电阻开关 MIS 电池
IF 1.7 4区 物理与天体物理 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-01-03 DOI: 10.1016/j.sse.2023.108851
A. Mavropoulis , N. Vasileiadis , C. Bonafos , P. Normand , V. Ioannou-Sougleridis , G. Ch. Sirakoulis , P. Dimitrakis

Stoichiometric SiNx layers (x = [N]/[Si] = 1.33) are doped with Si atoms by ultra-low energy ion implantation (ULE-II) and subsequently annealed at different temperatures in inert ambient conditions. Detailed material and memory cells characterization is performed to investigate the effect of Si dopants on the switching properties and performance of the fabricated resistive memory cells. In this context extensive dc current–voltage and impedance spectroscopy measurements are carried out systematically and the role of doping in dielectric properties of the nitride films is enlightened. The dc and ac conduction mechanisms are investigated in a comprehensive way. Room temperature retention characteristics of resistive states are also presented.

通过超低能耗离子注入 (ULE-II) 方法,将硅原子掺杂到符合化学计量的 SiNx 层(x = [N]/[Si] = 1.33)中,然后在惰性环境条件下的不同温度下进行退火。对材料和存储单元进行了详细的表征,以研究硅掺杂对所制造的电阻式存储单元的开关特性和性能的影响。在此背景下,系统地进行了大量直流电流-电压和阻抗光谱测量,并揭示了掺杂在氮化物薄膜介电性能中的作用。此外,还对直流和交流传导机制进行了全面研究。此外,还介绍了电阻态的室温保持特性。
{"title":"Silicon nitride resistance switching MIS cells doped with silicon atoms","authors":"A. Mavropoulis ,&nbsp;N. Vasileiadis ,&nbsp;C. Bonafos ,&nbsp;P. Normand ,&nbsp;V. Ioannou-Sougleridis ,&nbsp;G. Ch. Sirakoulis ,&nbsp;P. Dimitrakis","doi":"10.1016/j.sse.2023.108851","DOIUrl":"10.1016/j.sse.2023.108851","url":null,"abstract":"<div><p>Stoichiometric SiN<sub>x</sub> layers (x = [N]/[Si] = 1.33) are doped with Si atoms by ultra-low energy ion implantation (ULE-II) and subsequently annealed at different temperatures in inert ambient conditions. Detailed material and memory cells characterization is performed to investigate the effect of Si dopants on the switching properties and performance of the fabricated resistive memory cells. In this context extensive dc current–voltage and impedance spectroscopy measurements are carried out systematically and the role of doping in dielectric properties of the nitride films is enlightened. The dc and ac conduction mechanisms are investigated in a comprehensive way. Room temperature retention characteristics of resistive states are also presented.</p></div>","PeriodicalId":21909,"journal":{"name":"Solid-state Electronics","volume":"213 ","pages":"Article 108851"},"PeriodicalIF":1.7,"publicationDate":"2024-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139094399","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Bismuth tungstate nanosheets sensors based on Temkin adsorption model for triethylamine detection 基于 Temkin 吸附模型的钨酸铋纳米片传感器用于检测三乙胺
IF 1.7 4区 物理与天体物理 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-12-28 DOI: 10.1016/j.sse.2023.108850
Zhongyuan Wu , Fengyu Luo , Xiaohong Zheng , Jin Liu

Nanostructured Bi2WO6 and Bi2W2O9 were synthesized using a hydrothermal method. The crystal structure, morphology, and specific surface area were analyzed via X-ray diffraction, scanning electron microscopy, Brunauer–Emmett–Teller and X-ray photoelectron spectroscopy (XPS) analysis, respectively. The characterization results show that Bi2WO6 has a higher specific surface area and a larger pore size than Bi2W2O9, which promote oxygen adsorption and surface reactions. Gas-sensitive tests show that both sensors have a lower detection limit of 2.5 ppm as well as short response and recovery times for detecting triethylamine (TEA). They also have excellent cycling and long-term stability at 180 °C and exhibit excellent gas-sensing performance. The Bi2WO6 sensor has a higher response and sensitivity, as well as better selectivity, than the Bi2W2O9 sensor, which is related to the uniformly layered structure of the former material. We have analyzed the mechanism that enables these sensors to detect TEA and have used the Temkin adsorption model to explain the linear relationship. We find that this model provides an excellent theoretical foundation for fitting the working curve of these semiconductor sensors.

采用水热法合成了纳米结构的 Bi2WO6 和 Bi2W2O9。分别通过 X 射线衍射、扫描电子显微镜、Brunauer-Emmett-Teller 和 X 射线光电子能谱(XPS)分析了晶体结构、形貌和比表面积。表征结果表明,与 Bi2W2O9 相比,Bi2WO6 具有更高的比表面积和更大的孔径,这有利于氧气的吸附和表面反应。气敏测试表明,这两种传感器的检测限均较低,为 2.5 ppm,而且检测三乙胺(TEA)的响应时间和恢复时间都很短。它们在 180°C 下的循环和长期稳定性也很好,表现出卓越的气体传感性能。与 Bi2W2O9 传感器相比,Bi2WO6 传感器具有更高的响应和灵敏度,以及更好的选择性,这与前一种材料的均匀分层结构有关。我们分析了这些传感器检测三乙醇胺的机理,并使用 Temkin 吸附模型来解释这种线性关系。我们发现,该模型为拟合这些半导体传感器的工作曲线提供了很好的理论基础。
{"title":"Bismuth tungstate nanosheets sensors based on Temkin adsorption model for triethylamine detection","authors":"Zhongyuan Wu ,&nbsp;Fengyu Luo ,&nbsp;Xiaohong Zheng ,&nbsp;Jin Liu","doi":"10.1016/j.sse.2023.108850","DOIUrl":"10.1016/j.sse.2023.108850","url":null,"abstract":"<div><p>Nanostructured Bi<sub>2</sub>WO<sub>6</sub> and Bi<sub>2</sub>W<sub>2</sub>O<sub>9</sub> were synthesized using a hydrothermal method. The crystal structure, morphology, and specific surface area were analyzed via X-ray diffraction, scanning electron microscopy, Brunauer–Emmett–Teller and X-ray photoelectron spectroscopy (XPS) analysis, respectively. The characterization results show that Bi<sub>2</sub>WO<sub>6</sub> has a higher specific surface area and a larger pore size than Bi<sub>2</sub>W<sub>2</sub>O<sub>9</sub>, which promote oxygen adsorption and surface reactions. Gas-sensitive tests show that both sensors have a lower detection limit of 2.5 ppm as well as short response and recovery times for detecting triethylamine (TEA). They also have excellent cycling and long-term stability at 180 °C and exhibit excellent gas-sensing performance. The Bi<sub>2</sub>WO<sub>6</sub> sensor has a higher response and sensitivity, as well as better selectivity, than the Bi<sub>2</sub>W<sub>2</sub>O<sub>9</sub> sensor, which is related to the uniformly layered structure of the former material. We have analyzed the mechanism that enables these sensors to detect TEA and have used the Temkin adsorption model to explain the linear relationship. We find that this model provides an excellent theoretical foundation for fitting the working curve of these semiconductor sensors.</p></div>","PeriodicalId":21909,"journal":{"name":"Solid-state Electronics","volume":"213 ","pages":"Article 108850"},"PeriodicalIF":1.7,"publicationDate":"2023-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139065426","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Solid-state Electronics
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