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2018 IEEE International Electron Devices Meeting (IEDM)最新文献

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Device challenges for near term superconducting quantum processors: frequency collisions 近期超导量子处理器的器件挑战:频率碰撞
Pub Date : 2018-12-01 DOI: 10.1109/IEDM.2018.8614500
M. Brink, J. Chow, J. Hertzberg, E. Magesan, S. Rosenblatt
The outstanding progress in experimental quantum computing with superconducting Josephson-junction based qubits over the past few decades has pushed coherence times many orders of magnitude above that of the first measured. We are also in the midst of scaling towards complex architectures of multi-qubit processors where maintaining very low gate error rates at the limits supported by coherence times is extremely important. Here we will review some of the critical materials and device challenges for superconducting qubits from the perspective of improved coherence and improved error rates. In particular we will focus on the problem of frequency allocations in order to target multi-qubit lattices for fixed-frequency microwave-based gates.
在过去的几十年里,基于超导约瑟夫森结的量子比特的实验量子计算取得了显著进展,相干性比第一次测量的相干性提高了许多个数量级。我们也在向多量子位处理器的复杂架构扩展,在相干时间支持的极限下保持非常低的门错误率是非常重要的。在这里,我们将从提高相干性和提高错误率的角度回顾超导量子比特的一些关键材料和器件挑战。我们将特别关注频率分配问题,以便针对固定频率微波门的多量子位晶格。
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引用次数: 41
Interconnect Design and Technology Optimization for Conventional and Emerging Nanoscale Devices: A Physical Design Perspective 传统和新兴纳米器件的互连设计和技术优化:物理设计视角
Pub Date : 2018-12-01 DOI: 10.1109/IEDM.2018.8614546
D. Prasad, A. Naeemi
Interconnect parasitics severely limit the performance and power dissipation in modern circuits at the advanced process technology nodes. Hence, device-level advances must be complemented with appropriate interconnect technology and design innovations for effective enablement at the circuit and system levels. This paper highlights the impact of device technologies on the optimal interconnect design and circuit-level metrics. The FinFET and Tunnel-FETs are studied by building fully placed-and-routed physical designs. The impact of device and interconnect technology co-optimization on circuit performance, power, and variability is shown for a range of emerging devices.
互连寄生严重限制了现代电路在先进工艺技术节点上的性能和功耗。因此,设备级的进步必须与适当的互连技术和设计创新相辅相成,以便在电路和系统级有效实现。本文重点介绍了器件技术对最佳互连设计和电路级指标的影响。通过建立完全放置和路由的物理设计来研究FinFET和隧道fet。器件和互连技术共同优化对电路性能、功率和可变性的影响显示在一系列新兴器件中。
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引用次数: 3
SoC Logic Compatible Multi-Bit FeMFET Weight Cell for Neuromorphic Applications 用于神经形态应用的SoC逻辑兼容多位FeMFET权重单元
Pub Date : 2018-12-01 DOI: 10.1109/IEDM.2018.8614496
Kai Ni, Jeffrey A. Smith, B. Grisafe, Titash Rakshit, Borna Obradovic, Jorge A. Kittl, Mark S. Rodder, S. Datta
We demonstrate an SoC logic compatible ferroelectric-metal field effect transistor (FeMFET) digital 2-bit weight cell by monolithic BEOL integration of a ferroelectric (FE) capacitor with the gate of a conventional Si HK/MG MOSFET. Through optimization of the area ratio between the FE capacitor and the MOSFET, we show: 1) program/erase write voltages can be scaled down to logic compatible level, ±1.8 V, simplifying write circuitry; 2) write speed of 100ns; 3) write endurance $> 10^{10}$ cycles without degradation due to elimination of charge trapping in FE; 4) 2 bits/cell achieving software levels of accuracy for inference on MNIST training database; 5) state retention approaching 104 s for a depolarization field of 0.3 MV/cm; 6) Multi-port (independent read and write) operations.
我们展示了一个SoC逻辑兼容的铁电-金属场效应晶体管(FeMFET)数字2位重量单元,通过铁电(FE)电容器与传统Si HK/MG MOSFET栅极的单片BEOL集成。通过优化FE电容和MOSFET之间的面积比,我们发现:1)程序/擦除写入电压可以缩小到逻辑兼容水平,±1.8 V,简化了写入电路;2)写入速度100ns;3)写入续航时间$> 10^{10}$次,由于消除了FE中的电荷捕获而不降低;4) 2比特/单元,在MNIST训练数据库上实现软件级别的推理精度;5)去极化场为0.3 MV/cm时,状态保持时间接近104 s;6)多端口(独立读写)操作。
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引用次数: 65
Future Computing Hardware for AI 未来的人工智能计算硬件
Pub Date : 2018-12-01 DOI: 10.1109/IEDM.2018.8614482
J. Welser, J. Pitera, C. Goldberg
Hardware has taken on a supporting role in the maturation and proliferation of narrow AI, but will take a leading role to enable the innovation and adoption of broad AI. The concurrent evolution of broad AI with purpose-built hardware will shift traditional balances between cloud and edge, structured and unstructured data, and training and inference. Heterogeneous system architectures are already being delivered where varied compute resources, including high-bandwidth CPUs, specialized AI accelerators, and high-performance networking are infused in each node to yield significant performance improvements. Looking to the future, we envision a roadmap of specialized technologies to accelerate AI, starting with heterogeneous digital von Neumann machines, exploring reduced-precision accelerator approaches, finding the limits of conventional device power-performance with analog AI devices, and finishing with quantum computing for AI.
硬件在狭义人工智能的成熟和扩散中起着辅助作用,但在推动广义人工智能的创新和采用方面将发挥主导作用。广泛的人工智能与专用硬件的同步发展将改变云和边缘、结构化和非结构化数据以及训练和推理之间的传统平衡。异构系统架构已经交付,其中在每个节点中注入各种计算资源,包括高带宽cpu、专用AI加速器和高性能网络,以产生显着的性能改进。展望未来,我们设想了一个加速人工智能的专业技术路线图,从异构数字冯·诺伊曼机器开始,探索低精度加速器方法,用模拟人工智能设备找到传统设备功率性能的限制,最后用人工智能的量子计算结束。
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引用次数: 24
Considerations on Design of Highly-Integrated Millimeter-Wave Transceivers in SiGe HBT SiGe HBT中高集成度毫米波收发器设计的思考
Pub Date : 2018-12-01 DOI: 10.1109/IEDM.2018.8614534
V. Issakov, S. Trotta
This paper addresses considerations on design of highly-integrated transceivers at mm-wave frequencies. Several aspects are discussed such as SiGe HBT scaling and co-design optimization. A highly-integrated chip operating at V-band for backhaul communication is shown as an example.
本文讨论了毫米波频率下高集成度收发器的设计问题。讨论了SiGe HBT的缩放和协同设计优化等几个方面。以一种高集成度的v波段回程通信芯片为例。
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引用次数: 2
100-340GHz Systems: Transistors and Applications 100-340GHz系统:晶体管和应用
Pub Date : 2018-12-01 DOI: 10.1109/IEDM.2018.8614537
M. Rodwell, Y. Fang, J. Rode, J. Wu, B. Markman, S. S. Šuran Brunelli, J. Klamkin, M. Urteaga
We examine potential 100–340 GHz wireless applications in communications and imaging, and examine the prospects of developing the mm-wave transistors needed to support these applications.
我们研究了潜在的100-340 GHz无线通信和成像应用,并研究了开发支持这些应用所需的毫米波晶体管的前景。
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引用次数: 14
2D materials: roadmap to CMOS integration 二维材料:CMOS集成的路线图
Pub Date : 2018-12-01 DOI: 10.1109/IEDM.2018.8614679
C. Huyghebaert, Tom Schram, Q. Smets, T. K. Agarwal, D. Verreck, S. Brems, Alain Phommahaxay, D. Chiappe, S. E. Kazzi, C. L. D. L. Rosa, G. Arutchelvan, D. Cott, Jonathan Ludwig, A. Gaur, S. Sutar, A. Leonhardt, D. Marinov, D. Lin, M. Caymax, I. Asselberghs, G. Pourtois, I. Radu
To keep Moore's law alive, 2D materials are considered as a replacement for Si in advanced nodes due to their atomic thickness, which offers superior performance at nm dimensions. In addition, 2D materials are natural candidates for monolithic integration which opens the door for density scaling along the 3rd dimension at reasonable cost. This paper highlights the obstacles and paths to a scaled 2D CMOS solution. The baseline requirements to challenge the advanced Si nodes are defined both with a physical compact model and TCAD analysis, which allows us to identify the most promising 2D material and device design. For different key challenges, possible integrated solutions are benchmarked and discussed. Finally we report on the learning from our first lab to fab vehicle designed to bridge the lab and IMEC's 300mm pilot line.
为了保持摩尔定律的有效性,二维材料被认为是先进节点中硅的替代品,因为它们的原子厚度在纳米尺寸上提供了优越的性能。此外,二维材料是单片集成的天然候选材料,这为以合理的成本沿第三维度进行密度缩放打开了大门。本文重点介绍了实现二维CMOS缩放解决方案的障碍和路径。挑战先进Si节点的基线要求是通过物理紧凑模型和TCAD分析来定义的,这使我们能够确定最有前途的2D材料和器件设计。针对不同的关键挑战,对可能的集成解决方案进行基准测试和讨论。最后,我们报告了从我们的第一个实验室到工厂车辆的学习,该车辆旨在连接实验室和IMEC的300mm中试线。
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引用次数: 45
All CMOS Integrated 3D-Extended Metal Gate ISFETs for pH and Multi-Ion (Na+, K+, Ca2+) sensing 所有CMOS集成3d扩展金属栅极isfet用于pH和多离子(Na+, K+, Ca2+)传感
Pub Date : 2018-12-01 DOI: 10.1109/IEDM.2018.8614668
J.-R. Zhang, M. Rupakula, F. Bellando, E. G. Cordero, J. Longo, F. Wildhaber, G. Herment, H. Guérin, A. Ionescu
This paper reports for the first time, smart 3D-Extended-Metal-Gate Ion-Sensitive-Field-Effect-Transistors (3D-EMG-ISFETs), with unique figures of merit: (i) extremely-low-power (down to a record value of 2 pW per sensor under excellent linearity), (ii) all CMOS integrated, (iii) high performance pH and multi-ion (Na+, K+, Ca2+) sensing, and, (iv) uniquely low cross sensitivity experimentally proven. Detailed electrical DC and dynamic characterizations show excellent sensitivities (56.8 mV/pH, −58mV/dec for Na+, −49.5 mV/dec for K+, and −21.9 mV/dec for Ca2+) and high selectivity of each ion sensor against 4 different ions that usually coexist in biofluids, all achieved on same CMOS die. Furthermore, unprecedented results show that the threshold voltage (Vth) variability of such CMOS ISFET is reduced by 78 times. We report a Vth drift rate in liquid conditions of 0.67 mV/h, decreased by one order of magnitude compared to other state of the art CMOS ISFETs. Overall, the reported experimental achievements, supported by SPICE calibrated behavioral model simulations results shown in this paper, are expected to greatly enhance the predictability of high performance multi-analyte ISFETs, which is a big step towards ISFET sensor system mass production.
本文首次报道了智能3d扩展金属门离子敏感场效应晶体管(3d - emg - isfet),具有独特的优点:(i)极低功耗(在良好的线性下每个传感器低至2 pW的记录值),(ii)所有CMOS集成,(iii)高性能pH和多离子(Na+, K+, Ca2+)传感,以及(iv)实验证明的独特的低交叉灵敏度。详细的电直流电和动态特性显示了优异的灵敏度(56.8 mV/pH, Na+ - 58mV/dec, K+ - 49.5 mV/dec, Ca2+ - 21.9 mV/dec)和每个离子传感器对生物流体中通常共存的4种不同离子的高选择性,所有这些都在同一个CMOS芯片上实现。此外,前所未有的结果表明,这种CMOS ISFET的阈值电压(Vth)可变性降低了78倍。我们报告了液体条件下的Vth漂移速率为0.67 mV/h,与其他先进的CMOS isfet相比降低了一个数量级。总体而言,本文所报道的实验成果,以及SPICE校准行为模型模拟结果的支持,有望大大提高高性能多分析物ISFET的可预测性,这是迈向ISFET传感器系统量产的一大步。
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引用次数: 9
An Experimental Study of Heterostructure Tunnel FET Nanowire Arrays: Digital and Analog Figures of Merit from 300K to 10K 异质结构隧道场效应管纳米线阵列的实验研究:从300K到10K的数字和模拟性能
Pub Date : 2018-12-01 DOI: 10.1109/IEDM.2018.8614665
T. Rosca, A. Saeidi, E. Memišević, L. Wernersson, A. Ionescu
In this work, we experimentally report the figures of merit of state-of-the-art heterostructure Tunnel Field-Effect-Transistor (TFET) arrays from room (300K) down to cryogenic temperature (10K) at supply voltages below 400mV. We demonstrate here, for the first time, that InAs/InGaAsSb/GaSb Nanowire (NW) TFETs are robust enough to maintain excellent figures of merit over a large temperature range even in devices with a large number arrayed nanowires (here, from 4 to 184 nanowires per device), accounting for technological variability. The investigated Tunnel FETs have temperature-independent min and average subthreshold swings of 45mV/dec/67mV/dec in large NW arrays, versus ∼36/45mV/dec in smaller arrays, once the trap-assisted tunneling is removed (from 150K down to 10K). In all NW arrays we observe improvement of the on-current and of maximum transconductance, gmax, at cryogenic temperatures, with very little dependence of temperature, from 150K to 10K. The paper reports that in the range 150K to 10K only band-to-band-tunneling dominates the analog figures of merit of Tunnel FETs; we measured transconductance efficiencincies higher than 60V−1 for small arrays (breaking the limit of CMOS at RT) and close to 42V−1 for large arrays, for supply volrages smaller than 100mV, offering the possibility to design future energy efficient readouts and analog-to-digital converters. In contrast with cryogenic MOSFETs, Tunnel FETs show almost no hysteresis (<24mV), steep transfer characteristics, are free of kinks in output characteristics, with a unique stability of the swing drift with T, and negligible threshold voltage drift in all arrays configurations.
在这项工作中,我们实验报告了最先进的异质结构隧道场效应晶体管(ttfet)阵列在低于400mV的电源电压下,从室温(300K)到低温(10K)的性能数据。在这里,我们首次证明了InAs/InGaAsSb/GaSb纳米线(NW) tfet具有足够的鲁棒性,即使在具有大量纳米线阵列的器件中(这里,每个器件从4到184纳米线),也可以在很大的温度范围内保持优异的性能,考虑到技术的可变性。在大型NW阵列中,隧道场效应管的最小和平均亚阈值波动与温度无关,为45mV/dec/67mV/dec,而在较小的阵列中,一旦去除陷阱辅助隧道效应(从150K降至10K),则为~ 36/45mV/dec。在所有的NW阵列中,我们观察到在150K到10K的低温下,导通电流和最大跨导gmax都有改善,温度依赖性很小。在150K到10K范围内,隧道场效应管的模拟性能主要是带间隧道效应;我们测量了小型阵列的跨导效率高于60V−1(突破了RT时CMOS的极限),大型阵列的跨导效率接近42V−1,电源电压小于100mV,为设计未来的节能读出和模数转换器提供了可能性。与低温mosfet相比,隧道fet几乎没有迟滞(<24mV),传输特性陡峭,输出特性无扭结,在所有阵列配置中具有独特的摆幅漂移稳定性和可忽略的阈值电压漂移。
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引用次数: 10
Si Nanowire Biosensors Using a FinFET Fabrication Process for Real Time Monitoring Cellular Ion Actitivies 利用FinFET制造工艺实时监测细胞离子活性的硅纳米线生物传感器
Pub Date : 2018-12-01 DOI: 10.1109/IEDM.2018.8614649
Qingzhu Zhang, H. Tu, H. Yin, F. Wei, Hongbin Zhao, Chunling Xue, Qianhui Wei, Zhaohao Zhang, Xiao Zhang, Shaoming Zhang, Q. Han, Yudong Li, R. Zhao, Jiang Yan, Junfeng Li, Wenwu Wang
In this paper, a biocompatible biosensor based on horizontal Si nanowire (NW) array field-effect transistor (FET) has been fabricated by the feasible spacer image transfer (SIT) process. The Si NW FET as biosensor is proposed for the realtime cellular Ca2+ monitoring for mesenchymal stem cells (MSCs), which presents fast-responded and high-sensitive characteristics. Compared with the conventional sensing techniques, the Si NW biosensor exhibits non-invasive, biocompatible and reliable advantages. This will help us to further understand the mechanism of cellular ion activities and provides a promising method for the cell-level diagnose and therapy.
本文采用可行间隔图像传输(SIT)工艺,制备了一种基于水平硅纳米线阵列场效应晶体管(FET)的生物相容性生物传感器。Si NW场效应晶体管作为生物传感器用于间充质干细胞(mesenchymal stem cells, MSCs)细胞Ca2+的实时监测,具有快速响应和高灵敏度的特点。与传统传感技术相比,Si NW生物传感器具有非侵入性、生物相容性和可靠性等优点。这将有助于我们进一步了解细胞离子活动的机制,并为细胞水平的诊断和治疗提供一种有希望的方法。
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引用次数: 12
期刊
2018 IEEE International Electron Devices Meeting (IEDM)
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