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2023 IEEE International Memory Workshop (IMW)最新文献

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Towards Improving Ionizing Radiation Tolerance of 3-D NAND Flash Memory 提高3-D NAND快闪记忆体的电离辐射耐受性
Pub Date : 2023-05-01 DOI: 10.1109/IMW56887.2023.10145957
B. Ray, Matchima Buddhanoy, Mondol Anik Kumar
In this paper we present characterization results of total ionizing dose (TID) effects on commercial 3-D NAND memory. We show the TID induced threshold voltage shift and bit error rate of the memory array. Based on the characterization results we present four system-level techniques that can mitigate TID effects of the commercial 3-D NAND memory.
在本文中,我们提出了总电离剂量(TID)效应对商用3-D NAND存储器的表征结果。我们展示了TID诱导的阈值电压偏移和存储阵列的误码率。基于表征结果,我们提出了四种系统级技术,可以减轻商用3-D NAND存储器的TID效应。
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引用次数: 0
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
Eliminating Capacitive Sneak Paths in Associative Capacitive Networks based on Complementary Resistive Switches for In-Memory Computing 基于互补电阻开关的内存计算关联电容网络中电容潜行路径的消除
Pub Date : 2023-05-01 DOI: 10.1109/IMW56887.2023.10145947
Tobias Ziegler, Leon Brackmann, T. Hennen, C. Bengel, S. Menzel, D. Wouters
Shifting computations from the central processing unit to the memory is a promising approach to lower the stress on the Von-Neumann bottleneck and to reduce the total energy consumption spend on data transfer. One promising concept for in-memory computations is the associative capacitive network introduced by Kavehei et al.. The digital information is stored in complementary resistive switches which can be read using a non-destructive read out scheme. Simulation results based on the JART VCM vlb model demonstrate the working principle of the original input encoding and the existence of capacitive sneak path currents is identified. A new input encoding is proposed in this work which not only prevents capacitive sneak paths but also improves the voltage difference between Hamming Distances (HD).
将计算从中央处理单元转移到存储器是一种很有前途的方法,可以降低对冯-诺伊曼瓶颈的压力,并减少数据传输的总能耗。一个很有前途的内存计算概念是由Kavehei等人介绍的联想电容网络。数字信息存储在互补电阻开关中,该开关可以使用非破坏性读出方案读取。基于JART VCM模型的仿真结果验证了原始输入编码的工作原理,并识别了电容性潜径电流的存在。本文提出了一种新的输入编码方法,既可以防止电容性潜径,又可以提高汉明距离(HD)之间的电压差。
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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
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
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
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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