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2023 IEEE International Memory Workshop (IMW)最新文献

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Spin-orbit torque MRAM for ultrafast cache and neuromorphic computing applications 用于超高速缓存和神经形态计算应用的自旋轨道扭矩MRAM
Pub Date : 2023-05-01 DOI: 10.1109/IMW56887.2023.10145991
Siddharth Rao, K. Cai, G. Talmelli, Nathali Franchina-Vergel, Ward Janssens, H. Hody, F. Yasin, K. Wostyn, S. Couet
Spin-orbit torque (SOT) magnetic random-access memory (MRAM) is a 3-terminal non-volatile memory technology promising high speed up to multi-GHz, high endurance and non-volatility. Here we show how SOT-MRAM stack can be optimized to reach performance towards an embedded last level cache memory replacing SRAM. Moreover, we show how the stack and device geometry can be optimized to increase density and how the stack properties can be optimized to perform analog in-memory computing (AiMC) functions using high resistance devices.
自旋轨道转矩(SOT)磁随机存取存储器(MRAM)是一种3端非易失性存储器技术,具有高达多ghz的高速、高耐用性和非易失性等特点。在这里,我们展示了如何优化SOT-MRAM堆栈,以达到取代SRAM的嵌入式最后一级缓存存储器的性能。此外,我们还展示了如何优化堆栈和器件几何形状以增加密度,以及如何优化堆栈属性以使用高电阻器件执行模拟内存计算(AiMC)功能。
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引用次数: 0
Dielectric Relaxation Performance of DRAM Storage Capacitors and Ways of Improvement DRAM存储电容器的介电弛豫性能及改进方法
Pub Date : 2023-05-01 DOI: 10.1109/IMW56887.2023.10145928
Z. A. Bai, Yixian Wang, Lixue Liu, Xi Zhang, Feng Yuan, Junsheng Meng, Zhongming Liu, Js Jeon, James Cho, Blacksmith Wu, Huihui Li, Guilei Wang, Chao Zhao, Kanyu Cao
Dielectric relaxation in high-κ storage capacitors can lead to significant degradation of capacitance values and hence deteriorate read bit-error rates of DRAMs. However, the mechanism of the dielectric relaxation phenomenon in high-κ dielectric oxides and multilayer stacks is still controversial. Moreover, previous work studied the dielectric relaxation phenomenon only at high-κ film level, which lacks the necessary insights into DRAM-specific complexities and performance improvement strategies. In this work, we first set up modeling and electric testing methodologies that can reliably collect and model dielectric relaxation signal in modern DRAM high-κ capacitors at both single-cell and chip levels. Experiment and simulation evidences based on these methodologies were then presented to identify and validate charge trapping-detrapping as the physical origin of dielectric relaxation in the frequency realm of DRAM operations. Dielectric relaxation performance improvement strategies were further provided, in particular for the latest storage capacitors with HfO2 being implemented.
高κ存储电容器中的介电松弛会导致电容值的显著退化,从而降低dram的读误码率。然而,高κ介电氧化物和多层堆叠中介电弛豫现象的机理仍存在争议。此外,先前的工作仅研究了高κ膜水平下的介电弛豫现象,缺乏对dram特定复杂性和性能改进策略的必要见解。在这项工作中,我们首先建立了建模和电测试方法,可以在单细胞和芯片水平上可靠地收集和模拟现代DRAM高κ电容器中的介电松弛信号。基于这些方法的实验和仿真证据,然后提出了识别和验证电荷捕获-去捕获是DRAM操作频率域介电弛豫的物理根源。进一步提出了改善介质弛豫性能的策略,特别是针对最新的HfO2存储电容器。
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引用次数: 0
Recent Technology Insights on STT-MRAM: Structure, Materials, and Process Integration STT-MRAM的最新技术见解:结构、材料和工艺集成
Pub Date : 2023-05-01 DOI: 10.1109/IMW56887.2023.10145822
Jeong-Hun Choe
Emerging memory products such as STT-MRAM, PCRAM, ReRAM, FeRAM, and XPoint Memory have been successfully commercialized on market for more than a decade, especially for DDR, SCM (storage-class memory), and embedded cache applications. Among them, STT-MRAM technology is now popular for cache memory replacing eSRAM, eFLASH, and eDRAM. Semiconductor foundries and IDMs are focusing more on MRAM with stand-alone type or embedded devices. They’re developing, producing, and scaling down the MRAM cell design to 22 nm and beyond. Further, the MTJ structure is quite complicated and complex due to multilayers such as synthetic antiferro-magnetics, ferromagnetic, and even they use a dual tunnel barrier structure, and multi-layered diffusion barriers, spacers, and coupling layers added into the structure for high performance and structural stability. We review and discuss the structure, materials, design, and process technology of STTMRAM products up to date, and challenges as well.
STT-MRAM、PCRAM、ReRAM、FeRAM和XPoint memory等新兴内存产品已经在市场上成功商业化了十多年,特别是在DDR、SCM(存储级内存)和嵌入式缓存应用方面。其中,STT-MRAM技术目前正在取代eSRAM、eFLASH和eDRAM作为高速缓存。半导体代工厂和idm更关注独立类型或嵌入式设备的MRAM。他们正在开发、生产和缩小MRAM电池设计到22纳米以上。此外,MTJ结构由于采用了合成反铁磁、铁磁等多层材料,甚至采用了双隧道势垒结构,并在结构中加入了多层扩散势垒、间隔层和耦合层,使其具有较高的性能和结构稳定性。我们回顾和讨论了最新的STTMRAM产品的结构、材料、设计和工艺技术,以及面临的挑战。
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引用次数: 0
7-Bit/2Cell (X3.5), 9-Bit/2Cell (X4.5) NAND Flash Memory: Half Bit technology 7-Bit/2Cell (X3.5), 9-Bit/2Cell (X4.5) NAND闪存:半比特技术
Pub Date : 2023-05-01 DOI: 10.1109/IMW56887.2023.10145980
N. Shibata, H. Uchikawa, Taira Shibuya, Kenri Nakai, K. Yanagidaira, H. Inoue
In this work, a 3. 5bit/cell (X3.5) flash memory is introduced to achieve a lower giga-byte cost with high reliability and performance. Accordingly, 7-bit data are stored in two memory cells with 12-level Vth distributions. The X3.5 Programming method does not require the complex approach used in QLC and can easily be handled by NAND controller. QLC needs a more powerful ECC than TLC; hence, increasing the size of the ECC parity for QLC enlarges the die size. However, the same ECC parity size as TLC can be applicable to X3.5. An X3.5 die size with a TLC ECC is only 6.3% bigger than QLC. By contrast, X3.5 Program performance is 2.3 times faster than QLC with the QLC reliability criteria, which is relaxed from the TLC reliability criteria. If the size of the ECC parity is reduced to that of 32nmMLC, X3.5 die size will be close to that of QLC, while X3.5 Program performance will be 1.6 times faster than that of QLC. Moreover, X3.5 will meet the TLC reliability criteria. In addition to expanding X3.5 technologies, 4.5 bit/cell (X4.5) with a 24-level Vth distributions is also possible, which is suitable for cold storage applications.
在这项工作中,一个3。引入5bit/cell (X3.5)闪存,以实现更低的千兆字节成本,同时具有高可靠性和高性能。因此,7位数据存储在两个具有12级Vth分布的存储单元中。X3.5编程方法不需要QLC中使用的复杂方法,可以很容易地由NAND控制器处理。QLC需要比TLC更强大的ECC;因此,增加QLC的ECC奇偶校验尺寸会扩大芯片尺寸。但是,与TLC相同的ECC奇偶校验大小可以适用于X3.5。带有TLC ECC的X3.5芯片尺寸仅比QLC大6.3%。相比之下,X3.5程序的性能比采用TLC可靠性标准的QLC快2.3倍。如果将ECC奇偶校验的尺寸减小到32nmMLC, X3.5的芯片尺寸将接近QLC,而X3.5的程序性能将比QLC快1.6倍。此外,X3.5将满足TLC可靠性标准。除了扩展X3.5技术外,还可以使用24级Vth分布的4.5位/单元(X4.5),这适用于冷库应用。
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引用次数: 0
Improved MW of IGZO-channel FeFET by Reading Scheme Optimization and Interfacial Engineering 通过读取方案优化和界面工程提高igzo沟道效应场效应管的毫瓦值
Pub Date : 2023-05-01 DOI: 10.1109/IMW56887.2023.10145930
Zhuo Chen, N. Ronchi, A. Walke, K. Banerjee, M. Popovici, K. Katcko, G. V. D. Bosch, M. Rosmeulen, V. Afanas’ev, J. V. Houdt
We fabricated and characterized IGZO-channel back-gated FeFET. It has been found that a Memory Window (MW) reading scheme based on reverse $I_{d}-V_{g}$ sweep can strongly attenuate the significant read disturb which affects the low- Vt state. This instability of low- $mathrm{V}_{mathrm{t}}$ state origins from the asymmetric PV loop and small negative coercive voltage. With this optimized reading scheme, we proved that interfacial engineering, by inserting a $mathrm{NbO}_{mathrm{x}}$ layer between La HZO and IGZO, can significantly improve $2 P_{r}$, MW (to $0.7 mathrm{~V}$), and endurance (to 107 cycles). This makes the $mathrm{La}: mathrm{HZO} / mathrm{NbO}_{mathrm{x}} / mathrm{IGZO}$ FeFET a promising structure for high-endurance and low-latency NVM.
我们制作并表征了igzo沟道背控场效应晶体管。研究发现,基于反向$I_{d}- v_ {g}$扫描的记忆窗(Memory Window, MW)读取方案可以有效地减弱影响低Vt状态的显著读干扰。低- $ mathm {V}_{ mathm {t}}$状态的不稳定性源于不对称PV回路和小的负矫顽压。通过这种优化的读取方案,我们证明了通过在La HZO和IGZO之间插入$ mathm {NbO}_{ mathm {x}}$层的界面工程,可以显著提高$2 P_{r}$、MW(到$0.7 mathm {~V}$)和续航(到107次循环)。这使得$mathrm{La}: mathrm{HZO} / mathrm{NbO}_{mathrm{x}} / mathrm{IGZO}$ FeFET成为高持久和低延迟NVM的有前途的结构。
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引用次数: 1
Materials Enabled Memory Scaling and New Architectures 材料支持内存缩放和新架构
Pub Date : 2023-05-01 DOI: 10.1109/IMW56887.2023.10145976
Zhijun Chen, Fred Fishburn, Chang Seok Kang, Sony Varghese, Bala Haran
Both DRAM and NAND evolution over the last decade have come less and less from cell design changes and more from material changes to address higher aspect ratios with reduced feature size variation. We review key processes that have enabled density shrink for both core memory array and the peri transistor. The current shortcomings in scaling DRAM are highlighted and we outline new architectures powered by novel materials and process that overcome these.
在过去的十年中,DRAM和NAND的发展越来越少地来自于电池设计的变化,而更多地来自于材料的变化,以解决更高的长宽比和更小的特征尺寸变化。我们回顾了使核心存储器阵列和外围晶体管的密度缩小的关键工艺。强调了当前扩展DRAM的缺点,并概述了由新材料和工艺驱动的新架构,以克服这些缺点。
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引用次数: 0
An 18nm ePCM with BJT selector NVM design for advanced microcontroller applications 具有BJT选择器的18nm ePCM,用于高级微控制器应用
Pub Date : 2023-05-01 DOI: 10.1109/IMW56887.2023.10145983
A. Conte, Francesco Tomaiuolo, Marco Ruta, A. Redaelli, F. Arnaud, T. Jouanneau, C. Boccaccio, O. Weber
In this paper, the competitive advantage of Phase Change Memory (PCM) with BJT selector in 18nm FDSOI technology is explained. Starting from Microcontrollers requirements and architectures, the impact of technology features and device flavor in high performance and low-cost Microcontrollers is analyzed in section I, while the peculiarities of ePCM cell with BJT selector and its high-density advantages vs other NVM Back End solutions are illustrated in section II. The ePCM NVM IP Architecture constraints are presented in section III with particular emphasis on the need to split the arrays in Tiles. In section IV the impact of BJT selector in Reading Architecture is discussed showing the limits of classical solution and introducing a reading technique using multiple voltage domains sensing for Low Power Micros. Experimental results on a dedicated Test Vehicle are illustrated in section V.
本文阐述了带BJT选择器的相变存储器(PCM)在18nm FDSOI技术中的竞争优势。从微控制器的要求和架构出发,在第一节中分析了技术特征和设备风格对高性能和低成本微控制器的影响,而在第二节中说明了带有BJT选择器的ePCM电池的特点及其相对于其他NVM后端解决方案的高密度优势。ePCM NVM IP架构的约束在第三节中介绍,特别强调在tile中拆分数组的需要。在第四节中,讨论了BJT选择器在读取架构中的影响,展示了经典解决方案的局限性,并介绍了一种使用低功耗微处理器的多电压域传感的读取技术。在专用试验车上的试验结果见第五节。
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引用次数: 0
Stochastic Computing-based Computation-in-Memory (SC CiM) Architecture for DNNs and Hierarchical Evaluations of Non-volatile Memory Error and Defect Tolerance 基于随机计算的dnn内存计算(SC CiM)体系结构及非易失性存储器容错和缺陷容错的分层评估
Pub Date : 2023-05-01 DOI: 10.1109/IMW56887.2023.10145982
Takuto Nishimura, Yuya Ichikawa, Akira Goda, Naoko Misawa, C. Matsui, Ken Takeuchi
A Stochastic Computing-based Computation-inMemory architecture (SC CiM) with non-volatile memory (NVM) stochastic weights has been proposed. Both of the input and weight values are converted into stochastic bit streams. The multiply-and-accumulate (MAC) operation of the SC multiplication is performed in memory. The computational accuracy is characterized for Resnet-56 and CIFAR-10, with the bit error rate (BER) range from 1$0^{-4}$ to 1$0^{-2}$ representing the actual NVM characteristics. The effects of NVM BER are analyzed hierarchically at all computational layers (bit streams, MAC calculation and DNN inference) and compared both qualitatively and quantitatively with the conventional CiM. The results show the excellent robustness of the proposed SC CiM architecture in the wide range of BER. The tolerance to the manufacturing defects is even better than that of the conventional CiM. Furthermore, the desired weight distributions are discussed by exploiting the unique behaviors against NVM BER in the SC CiM.
提出了一种基于随机计算的非易失性存储器(NVM)随机权值的内存计算架构(SC CiM)。输入值和权值都被转换成随机比特流。SC乘法的乘法累加(MAC)操作在内存中执行。计算精度表征为Resnet-56和CIFAR-10,误码率(BER)范围为1$0^{-4}$到1$0^{-2}$,代表实际的NVM特性。在所有计算层(比特流、MAC计算和DNN推理)上对NVM误码率的影响进行了分层分析,并与传统的CiM进行了定性和定量比较。结果表明,所提出的SC - CiM结构在较宽的误码率范围内具有良好的鲁棒性。对制造缺陷的容忍度甚至优于传统CiM。此外,通过利用SC CiM中针对NVM BER的独特行为,讨论了期望的权重分布。
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引用次数: 0
A 3D Stackable 1T1C DRAM: Architecture, Process Integration and Circuit Simulation 三维可堆叠 1T1C DRAM:架构、工艺集成和电路仿真
Pub Date : 2023-05-01 DOI: 10.1109/IMW56887.2023.10145931
Meng Huang, Shufang Si, Zheng He, Ying Zhou, Sijia Li, Hong Wang, Jinying Liu, Dongsheng Xie, Mengmeng Yang, K. You, Chris Choi, Yi Tang, Xiaojie Li, Shibing Qian, Xiaodong Yang, Long Hou, Weiping Bai, Zhongming Liu, Yanzhe Tang, Qiong Wu, Yanqin Wang, Tao Dou, Jake Kim, Guilei Wang, Jie Baisp, Adachi Takao, Chao Zhao, A. Yoo
Continuous shrinking of dynamic random access memory $langle$DRAM) feature size will inevitably hit unsurmountable barriers, such as sub-10 nm patterning issues, ultra-high aspect ratio (HAR) capacitor and narrow sensing margin, etc. One candidate of promising solutions is the innovation in architecture with three-dimensional (3D) horizontally stacked transistors with capacitors, similar with a 3D NAND-like architecture. However, the process integration scheme and circuit simulation on the 3D Stackable DRAM architecture have been barely reported. In this paper, we systematically introduced a 3D DRAM architecture, integration scheme for the first time. Then we further performed circuit simulation studies on the 3D DRAM, which in return confirm the feasibility of our proposed architecture and show great prospect in DRAM core timing optimization.
动态随机存取存储器(DRAM)特征尺寸的不断缩小不可避免地会遇到难以逾越的障碍,例如 10 纳米以下的图案化问题、超高纵横比(HAR)电容器和狭窄的传感裕度等。一个有前景的解决方案是采用三维(3D)水平堆叠晶体管和电容器的创新架构,类似于三维 NAND 架构。然而,有关三维可堆叠 DRAM 架构的工艺集成方案和电路仿真却鲜有报道。在本文中,我们首次系统地介绍了 3D DRAM 架构和集成方案。随后,我们进一步对 3D DRAM 进行了电路仿真研究,结果证实了我们提出的架构的可行性,并展示了在 DRAM 内核时序优化方面的巨大前景。
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引用次数: 0
Optimization of Retention in Ferroelectricity Boosted Gate Stacks for 3D NAND 三维NAND中铁电增强栅极堆的保持优化
Pub Date : 2023-05-01 DOI: 10.1109/IMW56887.2023.10145986
L. Breuil, M. Popovici, J. Stiers, A. Arreghini, S. Ramesh, G. V. D. Bosch, J. V. Houdt, M. Rosmeulen
In this paper, we optimize the retention in gate stacks including ferroelectric materials for program / erase boosting. The improved program performance by exploiting ferroelectricity in a material used for charge storage medium has been confirmed. However, the retention properties of such materials still need to be improved. As an alternative, we propose a dual charge trapping layer made of thin Si3N4 / ferroelectric high-K material that can keep the retention to the level of a conventional ONO gate stack, while benefiting from the boosting effect. For application as blocking oxide, the improvement in program / erase due to capacitance boosting could also be observed, but the use of a thick high-K material at this position causes retention issues that are difficult to solve. Alternatively, placing a thin high-K below a SiO2 blocking layer can improve programming without penalty in retention. This calls for developing ultra-thin high-K materials with ferroelectric properties for further improvement.
在本文中,我们优化了包含铁电材料的栅极堆栈中的保留,用于程序/擦除增强。利用电荷存储介质材料中的铁电性提高了程序性能。然而,这种材料的保留性能仍有待改进。作为替代方案,我们提出了一种由Si3N4 /铁电高k材料制成的双电荷捕获层,该层可以将保留率保持在传统ONO栅极堆栈的水平,同时受益于增强效应。对于阻塞氧化物的应用,由于电容增强,程序/擦除的改善也可以观察到,但是在这个位置使用厚的高k材料会导致难以解决的保留问题。或者,在SiO2阻挡层下面放置薄的高k可以改善编程,而不会影响保留。这需要开发具有铁电性能的超薄高k材料以进一步改进。
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引用次数: 0
期刊
2023 IEEE International Memory Workshop (IMW)
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