• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

缺陷工程化无电镀模拟 HfO 忆阻器及其在神经网络中的应用。

Defect-Engineered Electroforming-Free Analog HfO Memristor and Its Application to the Neural Network.

机构信息

Department of Materials Science and Engineering, and Inter-University Semiconductor Research Center , Seoul National University , Seoul 08826 , Republic of Korea.

Department of Materials Science and Engineering , KAIST , Deajeon 34141 , Republic of Korea.

出版信息

ACS Appl Mater Interfaces. 2019 Dec 18;11(50):47063-47072. doi: 10.1021/acsami.9b16499. Epub 2019 Dec 5.

DOI:10.1021/acsami.9b16499
PMID:31741373
Abstract

The thin-film growth conditions in a plasma-enhanced atomic layer deposition for the (3.0-4.5) nm thick HfO film were optimized to use the film as the resistive switching element in a neuromorphic circuit. The film was intended to be used as a feasible synapse with analog-type conductance-tuning capability. The 4.5 nm thick HfO films on both conventional TiN and a new RuO bottom electrode required the electroforming process for them to operate as a feasible resistive switching memory, which was the primary source of the undesirable characteristics as the synapse. Therefore, electroforming-free performance was necessary, which could be accomplished by thinning the HfO film down to 3.0 nm. However, the device with only the RuO bottom electrode offered the desired functionality without involving too high leakage or shorting problems, which are due to the recovery of the stoichiometric composition of the HfO near the RuO layer. In conjunction with the Ta top electrode, which provided the necessary oxygen vacancies to the HfO layer, and the high functionality of the RuO as the scavenger of excessive incorporated oxygen vacancies, which appeared to be inevitable during the repeated switching operation, the Ta/3.0 nm HfO/RuO provided a highly useful synaptic device component in the neuromorphic hardware system.

摘要

为了将(3.0-4.5)nm 厚的 HfO 薄膜用作神经形态电路中的电阻式开关元件,优化了等离子体增强原子层沉积中的薄膜生长条件,以使该薄膜具有模拟型电导可调能力的可行突触。对于传统的 TiN 和新的 RuO 底部电极上的 4.5nm 厚 HfO 薄膜,需要电成型工艺才能使其作为可行的电阻式开关存储器运行,这是作为突触出现的不理想特性的主要来源。因此,需要无电成型性能,这可以通过将 HfO 薄膜减薄至 3.0nm 来实现。然而,仅使用 RuO 底部电极的器件提供了所需的功能,而不会出现过高的泄漏或短路问题,这是由于 HfO 接近 RuO 层的化学计量组成的恢复。与 Ta 顶部电极结合使用,Ta 顶部电极向 HfO 层提供了必要的氧空位,而 RuO 作为过多掺入氧空位的清除剂具有很高的功能,这在重复开关操作中似乎是不可避免的,Ta/3.0nm HfO/RuO 为神经形态硬件系统中的高度有用的突触器件组件。

相似文献

1
Defect-Engineered Electroforming-Free Analog HfO Memristor and Its Application to the Neural Network.缺陷工程化无电镀模拟 HfO 忆阻器及其在神经网络中的应用。
ACS Appl Mater Interfaces. 2019 Dec 18;11(50):47063-47072. doi: 10.1021/acsami.9b16499. Epub 2019 Dec 5.
2
Multiphase Reset Induced Reliable Dual-Mode Resistance Switching of the Ta/HfO/RuO Memristor.多相复位诱导Ta/HfO/RuO忆阻器的可靠双模式电阻切换
ACS Appl Mater Interfaces. 2024 Apr 3;16(13):16462-16473. doi: 10.1021/acsami.3c19523. Epub 2024 Mar 21.
3
Bipolar Resistive Switching Characteristics of HfO/TiO/HfO Trilayer-Structure RRAM Devices on Pt and TiN-Coated Substrates Fabricated by Atomic Layer Deposition.通过原子层沉积法在铂和氮化钛涂层衬底上制备的HfO/TiO/HfO三层结构RRAM器件的双极电阻开关特性
Nanoscale Res Lett. 2017 Dec;12(1):393. doi: 10.1186/s11671-017-2164-z. Epub 2017 Jun 8.
4
Multi-Level Analog Resistive Switching Characteristics in Tri-Layer HfO/AlO/HfO Based Memristor on ITO Electrode.基于ITO电极的三层HfO/AlO/HfO忆阻器中的多级模拟电阻开关特性
Nanomaterials (Basel). 2020 Oct 20;10(10):2069. doi: 10.3390/nano10102069.
5
Surface-Dominated HfO Nanorod-Based Memristor Exhibiting Highly Linear and Symmetrical Conductance Modulation for High-Precision Neuromorphic Computing.基于表面主导的氧化铪纳米棒忆阻器,具有用于高精度神经形态计算的高度线性和对称电导调制特性。
ACS Appl Mater Interfaces. 2022 Oct 5;14(39):44550-44560. doi: 10.1021/acsami.2c12247. Epub 2022 Sep 23.
6
Research on electronic synaptic simulation of HfO-based memristor by embedding AlO.基于嵌入AlO的HfO基忆阻器的电子突触模拟研究
Nanotechnology. 2023 Oct 13;35(1). doi: 10.1088/1361-6528/acfd31.
7
Engineering synaptic characteristics of TaO/HfO bi-layered resistive switching device.工程化 TaO/HfO 双层阻变器件的突触特性。
Nanotechnology. 2018 Oct 12;29(41):415204. doi: 10.1088/1361-6528/aad64c. Epub 2018 Jul 27.
8
Effects of thermal annealing on analog resistive switching behavior in bilayer HfO/ZnO synaptic devices: the role of ZnO grain boundaries.热退火对双层HfO/ZnO突触器件中模拟电阻开关行为的影响:ZnO晶界的作用
Nanoscale. 2024 Feb 29;16(9):4609-4619. doi: 10.1039/d3nr04917e.
9
Vacancy-Engineered Nickel Ferrite Forming-Free Low-Voltage Resistive Switches for Neuromorphic Circuits.用于神经形态电路的空位工程镍铁氧体免成型低压电阻开关
ACS Appl Mater Interfaces. 2024 Apr 17;16(15):19225-19234. doi: 10.1021/acsami.4c01501. Epub 2024 Apr 5.
10
Crossbar Nanoscale HfO2-Based Electronic Synapses.基于交叉开关纳米级氧化铪的电子突触。
Nanoscale Res Lett. 2016 Dec;11(1):147. doi: 10.1186/s11671-016-1360-6. Epub 2016 Mar 15.

引用本文的文献

1
Retention Secured Nonlinear and Self-Rectifying Analog Charge Trap Memristor for Energy-Efficient Neuromorphic Hardware.用于节能神经形态硬件的具有固持力的非线性和自整流模拟电荷陷阱忆阻器。
Adv Sci (Weinh). 2023 Jan;10(3):e2205654. doi: 10.1002/advs.202205654. Epub 2022 Nov 27.
2
Composite Memristors by Nanoscale Modification of Hf/Ta Anodic Oxides.通过对Hf/Ta阳极氧化物进行纳米级修饰制备的复合忆阻器
J Phys Chem Lett. 2021 Sep 23;12(37):8917-8923. doi: 10.1021/acs.jpclett.1c02346. Epub 2021 Sep 9.
3
Learning to Approximate Functions Using Nb-Doped SrTiO Memristors.
利用掺铌钛酸锶忆阻器学习近似函数。
Front Neurosci. 2021 Feb 19;14:627276. doi: 10.3389/fnins.2020.627276. eCollection 2020.