首页 > 最新文献

IEEE Transactions on Nanotechnology最新文献

英文 中文
Single-Event Upset in Molecular Quantum Cellular Automata 分子量子蜂窝自动机中的单事件颠倒
IF 2.1 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-06-17 DOI: 10.1109/TNANO.2024.3415396
Ehsan Rahimi
Molecular quantum cellular automata (QCA) provides a paradigm for molecular electronics in which the configuration of charges at reduction-oxidation centers of molecules encodes binary information, and the electrostatic forces enable performing logic operations at the molecular scale. Cosmic rays or impurities in packaging materials can cause electric charges to tunnel into a QCA cell, leading to single-event upset (SEU). The effect of SUE on the functionality of a majority gate comprised of a QCA cell, in which two cationic molecular dimers interact through intermolecular Coulomb forces, is analyzed using the Hubbard model and full quantum chemical calculations. For this purpose, we introduce a complementary input model within a minimal framework for the molecular QCA majority gate. The response function of a single-input QCA cell and the polarization table of a three-input majority gate are evaluated in normal and SEU operation modes using the complementary input model in conjunction with the Hubbard model and quantum chemical calculations. The ab initio results indicate the possibility of designing SEU fault-tolerant QCA devices.
分子量子蜂窝自动机(QCA)为分子电子学提供了一种范例,在这种范例中,分子还原-氧化中心的电荷配置编码二进制信息,而静电力能够在分子尺度上执行逻辑运算。宇宙射线或封装材料中的杂质会导致电荷隧穿进入 QCA 单元,从而引发单事件干扰(SEU)。我们利用哈伯德模型和全量子化学计算分析了 SUE 对由 QCA 单元(其中两个阳离子分子二聚体通过分子间库仑力相互作用)组成的多数栅功能的影响。为此,我们在分子 QCA 多路门的最小框架内引入了一个互补输入模型。利用互补输入模型以及哈伯德模型和量子化学计算,在正常和 SEU 运行模式下评估了单输入 QCA 单元的响应函数和三输入多数门的极化表。ab initio 结果表明了设计 SEU 容错 QCA 器件的可能性。
{"title":"Single-Event Upset in Molecular Quantum Cellular Automata","authors":"Ehsan Rahimi","doi":"10.1109/TNANO.2024.3415396","DOIUrl":"https://doi.org/10.1109/TNANO.2024.3415396","url":null,"abstract":"Molecular quantum cellular automata (QCA) provides a paradigm for molecular electronics in which the configuration of charges at reduction-oxidation centers of molecules encodes binary information, and the electrostatic forces enable performing logic operations at the molecular scale. Cosmic rays or impurities in packaging materials can cause electric charges to tunnel into a QCA cell, leading to single-event upset (SEU). The effect of SUE on the functionality of a majority gate comprised of a QCA cell, in which two cationic molecular dimers interact through intermolecular Coulomb forces, is analyzed using the Hubbard model and full quantum chemical calculations. For this purpose, we introduce a complementary input model within a minimal framework for the molecular QCA majority gate. The response function of a single-input QCA cell and the polarization table of a three-input majority gate are evaluated in normal and SEU operation modes using the complementary input model in conjunction with the Hubbard model and quantum chemical calculations. The \u0000<italic>ab initio</i>\u0000 results indicate the possibility of designing SEU fault-tolerant QCA devices.","PeriodicalId":449,"journal":{"name":"IEEE Transactions on Nanotechnology","volume":"23 ","pages":"541-548"},"PeriodicalIF":2.1,"publicationDate":"2024-06-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141539199","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
High-Stability IWO Thin-Film Transistors Under Microwave Annealing for Low Thermal Budget Application 微波退火条件下的高稳定性 IWO 薄膜晶体管,适用于低热预算应用
IF 2.1 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-06-13 DOI: 10.1109/TNANO.2024.3413794
Yi-Xuan Chen;Yi-Lin Wang;Fu-Jyuan Li;Hui-Hsuan Li;Meng-Chien Lee;Yu-Hsien Lin;Chao-Hsin Chien
In this work, we investigated the effects of microwave thermal annealing (MWA) on the electrical performance and stability of Indium-Tungsten-Oxide (IWO) thin-film transistors (TFTs). Under MWA treatment at 600 W, the IWO-TFTs exhibited a subthreshold swing (SS) of 144 mV/dec and a threshold voltage (VT) of 0.9 V, demonstrating superior resistance to stress-induced degradation. The TFTs treated with MWA displayed enhanced performance compared to the as-fabricated ones in bias stress stability. As a result, MWA showed significant potential for repairing defects through post-deposition annealing with a reduced thermal budget, thereby presenting a promising application for developing back-end-of-line (BEOL) compatible oxide semiconductor technology.
在这项工作中,我们研究了微波热退火(MWA)对氧化铟-钨(IWO)薄膜晶体管(TFT)电性能和稳定性的影响。在 600 W 的 MWA 处理条件下,IWO-TFT 的亚阈值摆幅 (SS) 为 144 mV/dec,阈值电压 (VT) 为 0.9 V,显示出卓越的抗应力诱导降解能力。经 MWA 处理的 TFT 在偏压应力稳定性方面的性能比原样制造的 TFT 更强。因此,MWA 在通过沉积后退火修复缺陷方面显示出了巨大的潜力,同时降低了热预算,从而为开发兼容线后端(BEOL)的氧化物半导体技术带来了广阔的应用前景。
{"title":"High-Stability IWO Thin-Film Transistors Under Microwave Annealing for Low Thermal Budget Application","authors":"Yi-Xuan Chen;Yi-Lin Wang;Fu-Jyuan Li;Hui-Hsuan Li;Meng-Chien Lee;Yu-Hsien Lin;Chao-Hsin Chien","doi":"10.1109/TNANO.2024.3413794","DOIUrl":"10.1109/TNANO.2024.3413794","url":null,"abstract":"In this work, we investigated the effects of microwave thermal annealing (MWA) on the electrical performance and stability of Indium-Tungsten-Oxide (IWO) thin-film transistors (TFTs). Under MWA treatment at 600 W, the IWO-TFTs exhibited a subthreshold swing (SS) of 144 mV/dec and a threshold voltage (V\u0000<sub>T</sub>\u0000) of 0.9 V, demonstrating superior resistance to stress-induced degradation. The TFTs treated with MWA displayed enhanced performance compared to the as-fabricated ones in bias stress stability. As a result, MWA showed significant potential for repairing defects through post-deposition annealing with a reduced thermal budget, thereby presenting a promising application for developing back-end-of-line (BEOL) compatible oxide semiconductor technology.","PeriodicalId":449,"journal":{"name":"IEEE Transactions on Nanotechnology","volume":"23 ","pages":"516-520"},"PeriodicalIF":2.1,"publicationDate":"2024-06-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141516962","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Polypeptide-Regulated the Self-Assembled In2O3/ZnO Nanocubes for Enhanced H2 Gas Sensing at Low Operating Temperatures 多肽调控自组装 In2O3/ZnO 纳米立方体,在低工作温度下增强 H2 气体传感能力
IF 2.1 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-06-13 DOI: 10.1109/TNANO.2024.3413719
Haoting Zhang;Jiahui Jin;Zhiqiang Yang;Zhenyu Yuan;Fanli Meng
In this study, hydrogen sensors based on In2O3/ZnO nanocubes are fabricated by single step hydrothermal route, and polypeptide is utilized to guide the morphology of the composites to heighten the responsiveness of the sensors to hydrogen at low operating temperatures. A series of analyses and validations are carried out by characterization techniques. Gas sensitivity test results display that the optimal operating temperature of the modified sensing element is reduced by 60 °C compared to the initial element, accompanied by a doubling of the response value (22.12). At the same time, the response time to 100 ppm H2 is 2.5 s. Even more strikingly, the modified gas sensing element has evidently improved the response speed to low-ppm levels hydrogen. Moreover, the sensor components exhibit favorable repeatability, stability and excellent selectivity. By analyzing the characterization data and gas-sensitive test results, the improved responsiveness of the sensing elements is mainly attributed to the synergistic effect of the dilatation in the specific surface area of the gas-sensitive materials and the increase in intergranular contacts.
本研究通过一步水热法制备了基于 In2O3/ZnO 纳米立方体的氢气传感器,并利用多肽引导复合材料的形态,以提高传感器在低工作温度下对氢气的响应速度。利用表征技术进行了一系列分析和验证。气体灵敏度测试结果表明,与初始元件相比,改良传感元件的最佳工作温度降低了 60 °C,同时响应值增加了一倍(22.12)。更引人注目的是,改进后的气体传感元件明显提高了对低ppm 水平氢气的响应速度。此外,传感器元件还表现出良好的重复性、稳定性和出色的选择性。通过对表征数据和气敏测试结果的分析,传感元件响应速度的提高主要归功于气敏材料比表面积的扩大和晶间接触的增加所产生的协同效应。
{"title":"Polypeptide-Regulated the Self-Assembled In2O3/ZnO Nanocubes for Enhanced H2 Gas Sensing at Low Operating Temperatures","authors":"Haoting Zhang;Jiahui Jin;Zhiqiang Yang;Zhenyu Yuan;Fanli Meng","doi":"10.1109/TNANO.2024.3413719","DOIUrl":"10.1109/TNANO.2024.3413719","url":null,"abstract":"In this study, hydrogen sensors based on In\u0000<sub>2</sub>\u0000O\u0000<sub>3</sub>\u0000/ZnO nanocubes are fabricated by single step hydrothermal route, and polypeptide is utilized to guide the morphology of the composites to heighten the responsiveness of the sensors to hydrogen at low operating temperatures. A series of analyses and validations are carried out by characterization techniques. Gas sensitivity test results display that the optimal operating temperature of the modified sensing element is reduced by 60 °C compared to the initial element, accompanied by a doubling of the response value (22.12). At the same time, the response time to 100 ppm H\u0000<sub>2</sub>\u0000 is 2.5 s. Even more strikingly, the modified gas sensing element has evidently improved the response speed to low-ppm levels hydrogen. Moreover, the sensor components exhibit favorable repeatability, stability and excellent selectivity. By analyzing the characterization data and gas-sensitive test results, the improved responsiveness of the sensing elements is mainly attributed to the synergistic effect of the dilatation in the specific surface area of the gas-sensitive materials and the increase in intergranular contacts.","PeriodicalId":449,"journal":{"name":"IEEE Transactions on Nanotechnology","volume":"23 ","pages":"500-511"},"PeriodicalIF":2.1,"publicationDate":"2024-06-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141517019","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Understanding Stochastic Behavior of Self- Rectifying Memristors for Error-Corrected Physical Unclonable Functions 理解自整流晶闸管在误差校正物理不可克隆函数中的随机行为
IF 2.1 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-06-13 DOI: 10.1109/TNANO.2024.3413888
Xianyue Zhao;Jonas Ruchti;Christoph Frisch;Kefeng Li;Ziang Chen;Stephan Menzel;Rainer Waser;Heidemarie Schmidt;Ilia Polian;Michael Pehl;Nan Du
Physical Unclonable Functions (PUFs) have gained widespread attention for their secure key storage, authentication, and anti-counterfeiting applications. While traditional PUFs based on Complementary Metal-Oxide-Semiconductor (CMOS) have been extensively studied, the emergence of memristors offers new opportunities due to their inherent device variations and distinctive resistive switching behaviors. This study explores the construction of reliable PUFs using self-rectifying analog BiFeO$_{3}$ (BFO) memristors. We assess the raw bit error rate (rBER) of the BFO-based PUF under varying voltage challenges and classify the switching behavior into stochastic, transition, and deterministic regions. As the primary objective of this study, we identify the sources of stochastic behavior in the three distinct regions while investigating the physical switching mechanism in BFO cells. Additionally, we propose a key storage method based on memristor variability, including an error correction scheme to enhance the reliability of PUF. This research contributes to a comprehensive understanding of PUF reliability and the underlying sources of intrinsic stochastic behavior in memristive technology.
物理不可克隆函数(PUF)因其安全的密钥存储、身份验证和防伪应用而受到广泛关注。虽然基于互补金属氧化物半导体(CMOS)的传统 PUF 已得到广泛研究,但由于其固有的器件变化和独特的电阻开关行为,忆阻器的出现提供了新的机遇。本研究利用自校正模拟 BiFeO$_{3}$ (BFO)忆阻器探索构建可靠的 PUF。我们评估了基于 BFO 的 PUF 在不同电压挑战下的原始误码率 (rBER),并将开关行为分为随机、过渡和确定区域。作为本研究的主要目标,我们在研究 BFO 单元物理开关机制的同时,确定了三个不同区域中随机行为的来源。此外,我们还提出了一种基于忆阻器变异性的密钥存储方法,包括一种可提高 PUF 可靠性的纠错方案。这项研究有助于全面了解 PUF 的可靠性以及忆阻器技术内在随机行为的基本来源。
{"title":"Understanding Stochastic Behavior of Self- Rectifying Memristors for Error-Corrected Physical Unclonable Functions","authors":"Xianyue Zhao;Jonas Ruchti;Christoph Frisch;Kefeng Li;Ziang Chen;Stephan Menzel;Rainer Waser;Heidemarie Schmidt;Ilia Polian;Michael Pehl;Nan Du","doi":"10.1109/TNANO.2024.3413888","DOIUrl":"10.1109/TNANO.2024.3413888","url":null,"abstract":"Physical Unclonable Functions (PUFs) have gained widespread attention for their secure key storage, authentication, and anti-counterfeiting applications. While traditional PUFs based on Complementary Metal-Oxide-Semiconductor (CMOS) have been extensively studied, the emergence of memristors offers new opportunities due to their inherent device variations and distinctive resistive switching behaviors. This study explores the construction of reliable PUFs using self-rectifying analog BiFeO\u0000<inline-formula><tex-math>$_{3}$</tex-math></inline-formula>\u0000 (BFO) memristors. We assess the raw bit error rate (rBER) of the BFO-based PUF under varying voltage challenges and classify the switching behavior into stochastic, transition, and deterministic regions. As the primary objective of this study, we identify the sources of stochastic behavior in the three distinct regions while investigating the physical switching mechanism in BFO cells. Additionally, we propose a key storage method based on memristor variability, including an error correction scheme to enhance the reliability of PUF. This research contributes to a comprehensive understanding of PUF reliability and the underlying sources of intrinsic stochastic behavior in memristive technology.","PeriodicalId":449,"journal":{"name":"IEEE Transactions on Nanotechnology","volume":"23 ","pages":"490-499"},"PeriodicalIF":2.1,"publicationDate":"2024-06-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141517018","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Characterization of Au Nanoparticles Adsorbed on 1-D ZnO Nanomaterials Through a Novel Photochemical Synthesis Way for Field- Emission Emitter Applications 通过新型光化学合成方法表征吸附在一维氧化锌纳米材料上的金纳米颗粒在场致发射器中的应用
IF 2.1 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-06-12 DOI: 10.1109/TNANO.2024.3409631
Yen-Lin Chu;Sheng-Joue Young;Po-Kai Chen;Sandeep Arya;Tung-Te Chu
This work explores the growth of vertically aligned zinc oxide nanorod (ZnO NR) arrays on a conductive indium-tin-oxide (ITO) substrate by using a simple hydrothermal solution route method at 95 °C for 3 h. Additionally, the gold nanoparticles (Au NPs) were victoriously adsorbed on the NR surface through a low-cost photochemical method under ultraviolet (UV) light at room temperature for field-emission (FE) emitters. To explore one-dimensional (1-D) nanostructures, high-resolution transmission electron microscope (HR-TEM), X-ray diffraction (XRD), and field-emission scanning electron microscope (FE-SEM) measurement were conducted. It was found that the NRs were almost perpendicular to the substrate with c-axis direction. The Au concentration of the 1-D NR array was 0.75 at% in energy-dispersive X-ray (EDX) result. ZnO nanomaterials with and without Au NPs were labelled 1-D Z@Au-3 and Z@Au-0 NRs, respectively. The turn-on electric field and effective field enhancement factor (β) of the Z@Au-0 NR devices were 4.56 V/μm and 4902, and those of the Z@Au-3 NR devices were 3.25 V/μm and 12955, respectively. Meanwhile, the slope value of the Z@Au-3 sample (6.43) was also lower than that of the Z@Au-0 NR sample (17.01). It can be seen that the Au NPs enhanced the FE property of the emitter. As a result, the designed 1-D ZnO samples with noble Au NPs are an encouraging candidate in future FE-based device applications, which can use in various electronic applications such as FE display panels, X-ray sources, light sources, and parallel electron beam microscopes.
本研究采用一种简单的水热溶液路线方法,在 95 °C、3 小时的条件下,在导电铟锡氧化物(ITO)基底上生长出垂直排列的氧化锌纳米棒(ZnO NR)阵列;此外,还采用一种低成本的光化学方法,在室温紫外线(UV)下将金纳米粒子(Au NPs)成功吸附在 NR 表面,用于场发射(FE)发射器。为了探索一维(1-D)纳米结构,研究人员进行了高分辨率透射电子显微镜(HR-TEM)、X 射线衍射(XRD)和场发射扫描电子显微镜(FE-SEM)测量。结果发现,NRs 几乎垂直于基底的 c 轴方向。能量色散 X 射线(EDX)结果显示,一维 NR 阵列的金浓度为 0.75%。含金纳米粒子和不含金纳米粒子的氧化锌纳米材料分别被标记为一维 Z@Au-3 和 Z@Au-0 NR。Z@Au-0 NR 器件的开启电场和有效场增强因子(β)分别为 4.56 V/μm 和 4902,Z@Au-3 NR 器件的开启电场和有效场增强因子分别为 3.25 V/μm 和 12955。同时,Z@Au-3 样品的斜率值(6.43)也低于 Z@Au-0 NR 样品的斜率值(17.01)。由此可见,金纳米粒子增强了发射器的 FE 特性。因此,所设计的带有惰性金氧化物的一维氧化锌样品是未来基于 FE 的器件应用的一个令人鼓舞的候选材料,可用于各种电子应用,如 FE 显示面板、X 射线源、光源和平行电子束显微镜。
{"title":"Characterization of Au Nanoparticles Adsorbed on 1-D ZnO Nanomaterials Through a Novel Photochemical Synthesis Way for Field- Emission Emitter Applications","authors":"Yen-Lin Chu;Sheng-Joue Young;Po-Kai Chen;Sandeep Arya;Tung-Te Chu","doi":"10.1109/TNANO.2024.3409631","DOIUrl":"10.1109/TNANO.2024.3409631","url":null,"abstract":"This work explores the growth of vertically aligned zinc oxide nanorod (ZnO NR) arrays on a conductive indium-tin-oxide (ITO) substrate by using a simple hydrothermal solution route method at 95 °C for 3 h. Additionally, the gold nanoparticles (Au NPs) were victoriously adsorbed on the NR surface through a low-cost photochemical method under ultraviolet (UV) light at room temperature for field-emission (FE) emitters. To explore one-dimensional (1-D) nanostructures, high-resolution transmission electron microscope (HR-TEM), X-ray diffraction (XRD), and field-emission scanning electron microscope (FE-SEM) measurement were conducted. It was found that the NRs were almost perpendicular to the substrate with c-axis direction. The Au concentration of the 1-D NR array was 0.75 at% in energy-dispersive X-ray (EDX) result. ZnO nanomaterials with and without Au NPs were labelled 1-D Z@Au-3 and Z@Au-0 NRs, respectively. The turn-on electric field and effective field enhancement factor (β) of the Z@Au-0 NR devices were 4.56 V/μm and 4902, and those of the Z@Au-3 NR devices were 3.25 V/μm and 12955, respectively. Meanwhile, the slope value of the Z@Au-3 sample (6.43) was also lower than that of the Z@Au-0 NR sample (17.01). It can be seen that the Au NPs enhanced the FE property of the emitter. As a result, the designed 1-D ZnO samples with noble Au NPs are an encouraging candidate in future FE-based device applications, which can use in various electronic applications such as FE display panels, X-ray sources, light sources, and parallel electron beam microscopes.","PeriodicalId":449,"journal":{"name":"IEEE Transactions on Nanotechnology","volume":"23 ","pages":"478-481"},"PeriodicalIF":2.1,"publicationDate":"2024-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141517020","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Deep Memristive Cellular Neural Networks for Image Classification and Segmentation 用于图像分类和分割的深度记忆细胞神经网络
IF 2.1 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-06-10 DOI: 10.1109/TNANO.2024.3411689
András Horváth;Franciska Rajki;Alon Ascoli;Ronald Tetzlaff
We present simulation results of a deep cellular neural network leveraging memristive dynamics to classify and segment images from commonly examined datasets. We have investigated the use of both volatile (NbOx-Mott) and non-volatile (TaOx) memristive devices in memristive cellular neural networks. We simulated deep neural networks using these devices and compared their image classification and segmentation accuracies on commonly investigated datasets to traditional convolutional and cellular architectures of similar complexity. Our results reveal that the exploitation of memristive dynamics in cellular structures can increase classification accuracy by more than 2.5 percent as compared to the traditional convolutional implementations while concurrently improving the mean intersection over union in semantic segmentation on the Cityscapes dataset by 8 percent.
我们介绍了利用忆阻器动力学对常用数据集中的图像进行分类和分割的深度蜂窝神经网络的模拟结果。我们研究了在忆阻蜂窝神经网络中使用易失性(NbOx-Mott)和非易失性(TaOx)忆阻器件的情况。我们模拟了使用这些器件的深度神经网络,并将其在常见调查数据集上的图像分类和分割精确度与复杂度类似的传统卷积和蜂窝架构进行了比较。我们的研究结果表明,与传统卷积实现相比,利用蜂窝结构中的记忆动态可将分类准确率提高 2.5% 以上,同时在城市景观数据集的语义分割中,平均交集比联合提高了 8%。
{"title":"Deep Memristive Cellular Neural Networks for Image Classification and Segmentation","authors":"András Horváth;Franciska Rajki;Alon Ascoli;Ronald Tetzlaff","doi":"10.1109/TNANO.2024.3411689","DOIUrl":"10.1109/TNANO.2024.3411689","url":null,"abstract":"We present simulation results of a deep cellular neural network leveraging memristive dynamics to classify and segment images from commonly examined datasets. We have investigated the use of both volatile (NbO\u0000<sub>x</sub>\u0000-Mott) and non-volatile (TaO\u0000<sub>x</sub>\u0000) memristive devices in memristive cellular neural networks. We simulated deep neural networks using these devices and compared their image classification and segmentation accuracies on commonly investigated datasets to traditional convolutional and cellular architectures of similar complexity. Our results reveal that the exploitation of memristive dynamics in cellular structures can increase classification accuracy by more than 2.5 percent as compared to the traditional convolutional implementations while concurrently improving the mean intersection over union in semantic segmentation on the Cityscapes dataset by 8 percent.","PeriodicalId":449,"journal":{"name":"IEEE Transactions on Nanotechnology","volume":"23 ","pages":"718-726"},"PeriodicalIF":2.1,"publicationDate":"2024-06-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141945962","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Nanostructured V2O5/MoO3 Based Devices for Brain Inspired Optical Memory Applications 基于纳米结构 V2O5/MoO3 的脑启发光学记忆应用器件
IF 2.1 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-06-04 DOI: 10.1109/TNANO.2024.3409151
Sharmila B;Priyanka Dwivedi
Brain inspired devices are the building block of the neuromorphic based artificial intelligence systems. This paper presents a novel optical memory devices based on the nanostructured V2O5/MoO3. These optical memory devices were fabricated using wafer scalable technology. The fabricated optical memory devices can mimic the synaptic behaviors such as paired pulse facilitation (PPF) index, excitatory postsynaptic current (EPSC), short term plasticity, inhibitory postsynaptic current (IPSC), spike dependent plasticity, long term plasticity and long term retention capability. The proposed device has shown a PPF index of 216% and long term retention time of 5.6 × 103 seconds. The demonstrated optical memory devices have highly sensitive, repeatable and have a potential to be used for neuromorphic computing applications.
受大脑启发的设备是基于神经形态的人工智能系统的基石。本文介绍了一种基于纳米结构 V2O5/MoO3 的新型光学存储器件。这些光存储器件是利用晶圆可扩展技术制造的。所制造的光学记忆器件可以模拟突触行为,如配对脉冲促进(PPF)指数、兴奋性突触后电流(EPSC)、短期可塑性、抑制性突触后电流(IPSC)、尖峰依赖可塑性、长期可塑性和长期保留能力。该器件的 PPF 指数为 216%,长期保持时间为 5.6 × 103 秒。所展示的光学存储器件灵敏度高、可重复性好,有望用于神经形态计算应用。
{"title":"Nanostructured V2O5/MoO3 Based Devices for Brain Inspired Optical Memory Applications","authors":"Sharmila B;Priyanka Dwivedi","doi":"10.1109/TNANO.2024.3409151","DOIUrl":"https://doi.org/10.1109/TNANO.2024.3409151","url":null,"abstract":"Brain inspired devices are the building block of the neuromorphic based artificial intelligence systems. This paper presents a novel optical memory devices based on the nanostructured V\u0000<sub>2</sub>\u0000O\u0000<sub>5</sub>\u0000/MoO\u0000<sub>3</sub>\u0000. These optical memory devices were fabricated using wafer scalable technology. The fabricated optical memory devices can mimic the synaptic behaviors such as paired pulse facilitation (PPF) index, excitatory postsynaptic current (EPSC), short term plasticity, inhibitory postsynaptic current (IPSC), spike dependent plasticity, long term plasticity and long term retention capability. The proposed device has shown a PPF index of 216% and long term retention time of 5.6 × 10\u0000<sup>3</sup>\u0000 seconds. The demonstrated optical memory devices have highly sensitive, repeatable and have a potential to be used for neuromorphic computing applications.","PeriodicalId":449,"journal":{"name":"IEEE Transactions on Nanotechnology","volume":"23 ","pages":"535-540"},"PeriodicalIF":2.1,"publicationDate":"2024-06-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141543298","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Judicious Exploitation of Electrical Characteristics of a Unique GeSn TFET With Corner-Point for Sensing S-Protein Biomarker 巧妙利用具有角点的独特 GeSn TFET 的电气特性来传感 S 蛋白生物标记物
IF 2.1 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-06-04 DOI: 10.1109/TNANO.2024.3409055
Sanu Gayen;Suchismita Tewari;Avik Chattopadhyay
In this paper, for the first time, a unique Ge(1-x)Snx alloy-based TFET sensor with a deliberate corner-point in the channel has been proposed for successful detection of S-protein, a significant biomarker. After the validation of our simulation scheme through a process of calibration of an experimentally realized mother GeSn TFET device, the same is turned into the proposed sensor device by suitably creating nanogap cavity in it. The performance of the proposed sensor device has been thoroughly investigated as a function of channel epilayer thickness (CHepi) in terms of a set of performance metrics – P-responsivity and P-sensitivity. Then, by varying the mole-fraction of Ge(1-x)Snx in the proposed sensor, the sensing performance has been studied in terms of the aforementioned performance metrics, along with an additional unique metric known as dynamic sensitivity. Interestingly, it has been observed that the most suitable device in pure electronic domain (digital or analog) is the least suited in sensing domain and vice-versa. This forbids the tendency of blind-picking of device with enhanced performance in pure electronic domain for sensing purpose as well without proper investigation. After a thorough analysis, it is observed that the proposed sensor with CHepi = 10 nm has evolved as the most optimized sensor device while the choice of mole-fraction remains application specific. Also, the ultimately optimized sensor shows a fairly good performance in dealing with the real-time position variability aspect (even if it is due to the repulsive steric effects of S-protein molecules) which results in a partial hybridization issue.
本文首次提出了一种独特的基于 Ge(1-x)Snx 合金的 TFET 传感器,该传感器在通道中特意设置了一个角点,用于成功检测 S 蛋白这种重要的生物标志物。通过对实验中实现的母 GeSn TFET 器件进行校准,验证了我们的模拟方案。根据一组性能指标--P 反应性和 P 灵敏度--沟道外延层厚度 (CHepi) 的函数,对所提出的传感器件的性能进行了深入研究。然后,通过改变拟议传感器中 Ge(1-x)Snx 的摩尔分数,根据上述性能指标以及称为动态灵敏度的额外独特指标对传感性能进行了研究。有趣的是,我们发现在纯电子领域(数字或模拟)最合适的设备在传感领域却最不合适,反之亦然。这就避免了在未进行适当调查的情况下,盲目选择在纯电子领域性能更强的器件用于传感目的。经过深入分析,我们发现 CHepi = 10 nm 的拟议传感器已发展成为最优化的传感器设备,而分子分数的选择仍与具体应用有关。此外,最终优化的传感器在处理实时位置变化方面(即使是由于 S 蛋白分子的排斥立体效应)表现出相当好的性能,这导致了部分杂交问题。
{"title":"A Judicious Exploitation of Electrical Characteristics of a Unique GeSn TFET With Corner-Point for Sensing S-Protein Biomarker","authors":"Sanu Gayen;Suchismita Tewari;Avik Chattopadhyay","doi":"10.1109/TNANO.2024.3409055","DOIUrl":"https://doi.org/10.1109/TNANO.2024.3409055","url":null,"abstract":"In this paper, for the first time, a unique Ge\u0000<sub>(1-x)</sub>\u0000Sn\u0000<sub>x</sub>\u0000 alloy-based TFET sensor with a deliberate corner-point in the channel has been proposed for successful detection of S-protein, a significant biomarker. After the validation of our simulation scheme through a process of calibration of an experimentally realized mother GeSn TFET device, the same is turned into the proposed sensor device by suitably creating nanogap cavity in it. The performance of the proposed sensor device has been thoroughly investigated as a function of channel epilayer thickness (CH\u0000<sub>epi</sub>\u0000) in terms of a set of performance metrics – P-responsivity and P-sensitivity. Then, by varying the mole-fraction of Ge\u0000<sub>(1-x)</sub>\u0000Sn\u0000<sub>x</sub>\u0000 in the proposed sensor, the sensing performance has been studied in terms of the aforementioned performance metrics, along with an additional unique metric known as dynamic sensitivity. Interestingly, it has been observed that the most suitable device in pure electronic domain (digital or analog) is the least suited in sensing domain and vice-versa. This forbids the tendency of blind-picking of device with enhanced performance in pure electronic domain for sensing purpose as well without proper investigation. After a thorough analysis, it is observed that the proposed sensor with CH\u0000<sub>epi</sub>\u0000 = 10 nm has evolved as the most optimized sensor device while the choice of mole-fraction remains application specific. Also, the ultimately optimized sensor shows a fairly good performance in dealing with the real-time position variability aspect (even if it is due to the repulsive steric effects of S-protein molecules) which results in a partial hybridization issue.","PeriodicalId":449,"journal":{"name":"IEEE Transactions on Nanotechnology","volume":"23 ","pages":"467-473"},"PeriodicalIF":2.1,"publicationDate":"2024-06-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141435358","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Enhanced Efficiency in Thin Film Solar Cells: Optimized Design With Front Nanotextured and Rear Nanowire-Based Light Trapping Structure 提高薄膜太阳能电池的效率:采用前纳米挤压和后纳米线捕光结构的优化设计
IF 2.1 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-06-03 DOI: 10.1109/TNANO.2024.3408253
Tauseef Ahmed;Mukul Kumar Das
This paper introduces a highly effective method to enhance the power conversion efficiency of thin-film solar cells with a microcrystalline absorber layer. The study involves the creation of a device simulation model that takes into account optical phenomena like light scattering and diffusive reflection, as well as electrical aspects related to the physics of heterointerfaces. The proposed design includes a textured front surface, silicon nanowires on the rear side of the absorber layer, and a back contact-cum-reflector composed of multiple alternative layers. To achieve optimal outcomes, it is essential to determine the ideal values for parameters such as the average width-to-height ratio of the textured front surface, the height of the backside nanowires, and the thickness and doping levels of different layers like ITO, emitter, buffer, and BSF. The findings indicate that when these parameters are set to their optimal values, the proposed structure can achieve a peak efficiency of 13.62%. This marks a substantial improvement of 34.70% when compared to the optimized flat thin-film solar cell structure.
本文介绍了一种提高带有微晶吸收层的薄膜太阳能电池功率转换效率的高效方法。这项研究包括创建一个器件仿真模型,该模型考虑到了光散射和漫反射等光学现象,以及与异质界面物理学相关的电学方面。拟议的设计包括纹理前表面、吸收层后侧的硅纳米线以及由多个替代层组成的背触点兼反射器。为了达到最佳效果,必须确定理想的参数值,如纹理前表面的平均宽高比、背面纳米线的高度以及不同层(如 ITO、发射器、缓冲器和 BSF)的厚度和掺杂水平。研究结果表明,当这些参数设置为最佳值时,所提出的结构可以达到 13.62% 的峰值效率。与优化后的平面薄膜太阳能电池结构相比,效率大幅提高了 34.70%。
{"title":"Enhanced Efficiency in Thin Film Solar Cells: Optimized Design With Front Nanotextured and Rear Nanowire-Based Light Trapping Structure","authors":"Tauseef Ahmed;Mukul Kumar Das","doi":"10.1109/TNANO.2024.3408253","DOIUrl":"https://doi.org/10.1109/TNANO.2024.3408253","url":null,"abstract":"This paper introduces a highly effective method to enhance the power conversion efficiency of thin-film solar cells with a microcrystalline absorber layer. The study involves the creation of a device simulation model that takes into account optical phenomena like light scattering and diffusive reflection, as well as electrical aspects related to the physics of heterointerfaces. The proposed design includes a textured front surface, silicon nanowires on the rear side of the absorber layer, and a back contact-cum-reflector composed of multiple alternative layers. To achieve optimal outcomes, it is essential to determine the ideal values for parameters such as the average width-to-height ratio of the textured front surface, the height of the backside nanowires, and the thickness and doping levels of different layers like ITO, emitter, buffer, and BSF. The findings indicate that when these parameters are set to their optimal values, the proposed structure can achieve a peak efficiency of 13.62%. This marks a substantial improvement of 34.70% when compared to the optimized flat thin-film solar cell structure.","PeriodicalId":449,"journal":{"name":"IEEE Transactions on Nanotechnology","volume":"23 ","pages":"456-466"},"PeriodicalIF":2.1,"publicationDate":"2024-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141435331","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Electrical Modeling and Performance Analysis of Cu and CNT Based TSV-Bump-RDL 基于铜和碳纳米管的 TSV-Bump-RDL 的电气建模和性能分析
IF 2.1 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-06-03 DOI: 10.1109/TNANO.2024.3408310
Shivangi Chandrakar;Kamal Solanki;Deepika Gupta;Manoj Kumar Majumder
The adoption of a feasible bump shape exerts a significant impact on the functionality of a 3D IC. The cylindrical bump structure, considered among the most prevalent shape, endures significant delay, power loss and crosstalk challenges. The tapered based TSV-bump structure recently acquired prominence due to their ultra-low fraction of volume and coupling, resulting in significant alleviation of delay and crosstalk issues. The electrical RLGC modeling has been accomplished for cylindrical, barrel, hourglass and the tapered bump structures along with the impact of coupling, passivation and fringing on the redistribution layer (RDL). In order to validate the proposed TSV bump structure, the quantitative values of a via is compared against the EM and experimental results, and a subsequent investigation have been accomplished for the propagation delay, power dissipation, peak noise, insertion and reflection losses. The proposed via bump structure is remarkable consistence with the experimental results with an average deviation of only 3.51%. In addition, the Finite difference time-domain (FDTD) electromagnetic computation is employed to further examine the performance characteristics. Furthermore, it is worth emphasizing that the tapered bump structure can effectively reduce the propagation delay, power dissipation, peak noise, insertion and reflection losses with an average deviation of 34.83%, 28.62%, 29.98%, 13.57%, and 41.06%, respectively, when compared to the barrel, cylindrical and hourglass bumps.
采用可行的凸点形状对 3D 集成电路的功能有重大影响。圆柱形凸点结构被认为是最常见的形状之一,但却面临着严重的延迟、功率损耗和串扰挑战。最近,基于锥形 TSV 凸块的结构因其超低的体积分数和耦合度而备受瞩目,从而大大缓解了延迟和串扰问题。针对圆柱形、桶形、沙漏形和锥形凸块结构以及耦合、钝化和边缘对再分布层(RDL)的影响,已经完成了电气 RLGC 建模。为了验证所提出的 TSV 凸块结构,将通孔的定量值与电磁和实验结果进行了比较,并对传播延迟、功率耗散、峰值噪声、插入损耗和反射损耗进行了后续研究。所提出的通孔凸点结构与实验结果非常一致,平均偏差仅为 3.51%。此外,还采用了有限差分时域(FDTD)电磁计算来进一步检验性能特征。此外,值得强调的是,锥形凸点结构能有效降低传播延迟、功率耗散、峰值噪声、插入损耗和反射损耗,与桶状、圆柱形和沙漏形凸点相比,平均偏差分别为 34.83%、28.62%、29.98%、13.57% 和 41.06%。
{"title":"Electrical Modeling and Performance Analysis of Cu and CNT Based TSV-Bump-RDL","authors":"Shivangi Chandrakar;Kamal Solanki;Deepika Gupta;Manoj Kumar Majumder","doi":"10.1109/TNANO.2024.3408310","DOIUrl":"https://doi.org/10.1109/TNANO.2024.3408310","url":null,"abstract":"The adoption of a feasible bump shape exerts a significant impact on the functionality of a 3D IC. The cylindrical bump structure, considered among the most prevalent shape, endures significant delay, power loss and crosstalk challenges. The tapered based TSV-bump structure recently acquired prominence due to their ultra-low fraction of volume and coupling, resulting in significant alleviation of delay and crosstalk issues. The electrical \u0000<italic>RLGC</i>\u0000 modeling has been accomplished for cylindrical, barrel, hourglass and the tapered bump structures along with the impact of coupling, passivation and fringing on the redistribution layer (RDL). In order to validate the proposed TSV bump structure, the quantitative values of a via is compared against the EM and experimental results, and a subsequent investigation have been accomplished for the propagation delay, power dissipation, peak noise, insertion and reflection losses. The proposed via bump structure is remarkable consistence with the experimental results with an average deviation of only 3.51%. In addition, the Finite difference time-domain (FDTD) electromagnetic computation is employed to further examine the performance characteristics. Furthermore, it is worth emphasizing that the tapered bump structure can effectively reduce the propagation delay, power dissipation, peak noise, insertion and reflection losses with an average deviation of 34.83%, 28.62%, 29.98%, 13.57%, and 41.06%, respectively, when compared to the barrel, cylindrical and hourglass bumps.","PeriodicalId":449,"journal":{"name":"IEEE Transactions on Nanotechnology","volume":"23 ","pages":"448-455"},"PeriodicalIF":2.1,"publicationDate":"2024-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141435359","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","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
IEEE Transactions on Nanotechnology
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