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2022 IEEE International Solid- State Circuits Conference (ISSCC)最新文献

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Electronic THz Pencil Beam Forming and 2D Steering for High Angular-Resolution Operation: A 98 $times$ 98-Unit 265GHz CMOS Reflectarray with In-Unit Digital Beam Shaping and Squint Correction 用于高角分辨率操作的电子太赫兹铅笔波束形成和2D转向:具有单元内数字波束整形和斜视校正的98 $times$ 98单元265GHz CMOS反射阵
Pub Date : 2022-02-20 DOI: 10.1109/ISSCC42614.2022.9731671
N. Monroe, Georgios C. Doqiamis, R.A. Stingel, Preston Myers, Xibi Chen, R. Han
Ultra-sharp beam forming and high-angular-resolution steering in both azimuth and elevation directions are required in high-performance imaging sensors, spatial-multiplexed wireless links and other applications. This poses great challenges due to the fundamental relationship between the beamwidth and the dimension of the antenna aperture. As shown in Fig. 4.5.1, the aperture size required to achieve 1 ° of 3dB beamwidth is $0.6times 0.6mathrm{m}^{2}$ and $0.2times 0.2mathrm{m}^{2}$ at 24GHz and 77GHz, respectively. In current radars, sparse MIMO antenna schemes are adopted to synthesize virtual arrays with the above size in one dimension. However, they require intensive signal processing of many channels. The complex signal routing and placement of active electronics also leads to challenges in the 2D scaling required for pencil beam forming. By increasing the wave frequency to 265GHz, the work in this paper significantly reduces the aperture area, allowing it to be fully realized by digitally controlled, reflective antennas in CMOS microelectronic chips (Fig. 4.5.1). Similar to a concave mirror, a reflectarray, when illuminated by a single radar source, applies incident-angle-dependent phase shifts (e.g. $varphi_{1}$ and $varphi_{2}$ in Fig. 4.5.1) to the wave and re-focuses it towards a desired direction. This quasi-optical spatial feed eliminates the high-frequency signal routing and complex processing inherent to MIMO arrays. Employing $98times 98$ antenna elements, we experimentally demonstrate the forming and electronic steering of a THz pencil beam with- 1 ° beamwidth in two dimensions. With under-antenna integration of dense memory cells, sidelobe reduction and squint correction are also achieved.
在高性能成像传感器、空间复用无线链路和其他应用中,需要在方位角和仰角方向上进行超尖锐波束形成和高角分辨率转向。由于波束宽度和天线孔径尺寸之间的基本关系,这就提出了很大的挑战。如图4.5.1所示,在24GHz和77GHz时,实现1°3dB波束宽度所需的孔径尺寸分别为$0.6times 0.6mathrm{m}^{2}$和$0.2times 0.2mathrm{m}^{2}$。当前雷达采用稀疏MIMO天线方案在一维上合成上述尺寸的虚拟阵列。然而,它们需要对多个通道进行密集的信号处理。复杂的信号路由和有源电子器件的放置也导致了铅笔束形成所需的二维缩放的挑战。通过将波频率提高到265GHz,本文的工作显著减小了孔径面积,使其完全可以通过CMOS微电子芯片中的数字控制反射天线来实现(图4.5.1)。与凹面镜类似,当被单个雷达源照射时,反射阵对波施加与入射角相关的相移(例如图4.5.1中的$varphi_{1}$和$varphi_{2}$)并将其重新聚焦到所需的方向。这种准光学空间馈电消除了MIMO阵列固有的高频信号路由和复杂处理。采用$98 × 98$天线单元,实验演示了二维波束宽度为- 1°的太赫兹铅笔波束的形成和电子转向。通过天线下密集存储单元的集成,还可以实现副瓣降低和斜视校正。
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引用次数: 22
A 1-to-18GHz Distributed-Stacked-Complementary Triple-Balanced Passive Mixer With up to 33dBm IIP3 and Integrated LO Driver in 45nm CMOS SOI 1- 18ghz分布式堆叠互补三平衡无源混频器,具有高达33dBm IIP3和集成LO驱动器,采用45nm CMOS SOI
Pub Date : 2022-02-20 DOI: 10.1109/ISSCC42614.2022.9731662
C. Hill, J. Buckwalter
Massive MIMO or digital-beamforming transceiver systems, shown in Fig. 19.7.1, offer flexibility for multiband, multi-user, and joint communication-and-sensing platforms. However, wideband MIMO applications increase the number of desired or interfering signals that impinge on each channel, creating higher input-power-compression $(mathrm{P}_{1text{dB}})$ or 3rd-order input-intercept-point (IIP3) linearity requirements in both the transmitting and receiving RF paths. In high-performance commercial and defense radios, CMOS mixers place critical limitations on receiver linearity as the LNA output typically compresses the mixer, leading to recent work on mixer-first approaches in CMOS to improve receiver linearity [1]. When highly linear microwave mixers are demanded, IIIV processes, such as GaAs, are favored for Schottky diodes, which offer lower $mathrm{R}_{text{on}}mathrm{C}_{text{off}}$ and high barrier voltages. Commercially available GaAs mixers offer IIP3s exceeding 30dBm. However, III-V mixers typically use a separate process for the driver amplifier, resulting in multiple chips with high driver power consumption (typically exceeding 1W) to deliver the required 15-to-30dBm LO power across a broad LO frequency range [2].
如图19.7.1所示,大规模MIMO或数字波束形成收发器系统为多频段、多用户和联合通信与传感平台提供了灵活性。然而,宽带MIMO应用增加了冲击每个通道的期望或干扰信号的数量,从而在发射和接收RF路径中产生更高的输入功率压缩$( mathm {P}_{1text{dB}})$或三阶输入拦截点(IIP3)线性要求。在高性能商用和国防无线电中,由于LNA输出通常会压缩混频器,CMOS混频器对接收器线性度造成了严重限制,导致最近在CMOS中采用混频器优先的方法来提高接收器线性度[1]。当需要高度线性的微波混频器时,IIIV工艺,如GaAs,是Schottky二极管的首选,它提供较低的$ mathm {R}_{text{on}}} mathm {C}_{text{off}}$和高势垒电压。商用GaAs混频器提供超过30dBm的IIP3s。然而,III-V混频器通常为驱动放大器使用一个单独的过程,导致多个芯片具有高驱动功耗(通常超过1W),以在宽的LO频率范围内提供所需的15至30dbm LO功率[2]。
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引用次数: 2
A 5V Input 98.4% Peak Efficiency Reconfigurable Capacitive-Sigma Converter With Greater than 90% Peak Efficiency for the Entire 0.4~1.2V Output Range 一种5V输入98.4%峰值效率的可重构电容西格玛变换器,在整个0.4~1.2V输出范围内峰值效率大于90%
Pub Date : 2022-02-20 DOI: 10.1109/ISSCC42614.2022.9731550
Xu Yang, Linhu Zhao, Menglian Zhao, Z. Tan, Lenian He, Yong Ding, Wuhua Li, W. Qu
For the battery- or USB-powered portable smart devices, which supply their computing cores with a wide-range sub-volt rail, the energy-efficient high and wide voltage-conversion-ratio (VCR) converters are crucially important. In addition, low form factor and decent transient responses are also favorable for such applications. Prior state-of-the-art designs either use single-stage hybrid designs using multi-level or Dickson converters [1 – 3], or adopt two-stage cascaded architectures with a highly efficient unregulated front (or rear) stage [4], as shown in Fig. 18.6.1 (left). The multi-level designs, which conduct the full inductor current through all the on-state switches, are suited to low-to-medium power levels with limited current density. The Dickson converters take advantage of a high conversion ratio, however, at the cost of reduced output voltage range. The two-stage designs which show decent output range and efficiency, however, can suffer from heavy load efficiency degradation considering that the efficiency of both stages degrade with increasing load and the overall efficiency which is the product of the efficiencies of the two stages is severely degraded. Inspired by the inductive-sigma converter [5] which shunts a highly efficient unregulated LLC with a regulated Buck, this work proposes a reconfigurable capacitive-sigma converter. By input-series and output-shunting a highly efficient unregulated switched-capacitor (SC) converter with a reconfigurable Dickson hybrid Buck stage, the power stage input current is reused and output currents are combined. Therefore, the overall efficiency is greatly improved in a wide continuous VCR range and with an enhanced loading capacity. Besides, as will be demonstrated, the proposed design shows inherently decent load transient and regulation performances.
对于电池或usb供电的便携式智能设备,它们为计算核心提供宽范围的亚伏特轨道,节能的高和宽电压转换比(VCR)转换器至关重要。此外,低尺寸和良好的瞬态响应也有利于此类应用。先前最先进的设计要么使用多级或Dickson转换器的单级混合设计[1 - 3],要么采用两级级联架构,采用高效的无调节前(或后)级[4],如图18.6.1(左)所示。多级设计,通过所有导通开关传导全部电感电流,适用于电流密度有限的低至中功率水平。迪克森转换器利用高转换率的优势,然而,在降低输出电压范围的代价。然而,两级设计的输出范围和效率都很好,考虑到两级的效率都随着负载的增加而下降,并且两级效率的乘积的总效率也会严重下降,因此两级设计可能会遭受严重的负载效率下降。受电感-西格玛变换器[5]的启发,该变换器将高效的非调节LLC与调节Buck分流,本工作提出了一种可重构的电容-西格玛变换器。采用可重构Dickson混合降压级的高效无调开关电容器(SC)变换器,通过输入串联和输出分流,实现了功率级输入电流的复用和输出电流的组合。因此,在宽连续VCR范围内,整体效率大大提高,并增强了负载能力。此外,正如将要证明的那样,所提出的设计固有地表现出良好的负载瞬态和调节性能。
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引用次数: 3
A 0.5mΩ/√Hz 106dB SNR 0.45cm2 Dry-Electrode Bioimpedance Interface with Current Mismatch Cancellation and Boosted Input Impedance of 100MΩ at 50kHz 一个0.5mΩ/√Hz 106dB信噪比0.45cm2的干电极生物阻抗接口,电流失配消除,50kHz输入阻抗提升100MΩ
Pub Date : 2022-02-20 DOI: 10.1109/ISSCC42614.2022.9731787
Qinjing Pan, Tianxiang Qu, Biao Tang, Fei Shan, Zhiliang Hong, Jiawei Xu
Bioimpedance (BioZ) analysis has been recognized as a new paradigm to derive a number of body composition and hemodynamic measures in a non-invasive manner. Measuring the changes in electrical resistance of the thorax during a cardiac cycle, known as impedance cardiography (ICG), is beneficial in detecting early signs of heart failure deterioration [1]. This raises the need for power-efficient wearable BioZ sensors to enable long-term and user-friendly health monitoring, while state-of-the-art designs still suffer from a few drawbacks. First, conventional BioZ interfaces typically rely on gel electrodes (> 10cm2) for low-impedance contact between skin and electrodes [1]–[2]. This not only hampers the long-term recording but also causes user discomfort. However, it is very challenging to perform small-size dry-electrode BioZ sensing at the frequency range of 1kHz to 1MHz, where both the increased electrode-tissue impedance (ETI) (-10MΩII0.5nF) and input parasitic capacitance $mathrm{C}_{mathrm{p}}(> 10text{pF})$ play a dominating role in attenuating the input signal (Fig. 20.1.1), resulting in gain inaccuracy and a long settling time [3]. To solve this issue, a BioZ amplifier with calibrated positive feedback [3] was proposed for input impedance boosting, which enables 1cm2 dry-electrode BioZ sensing. Second, to identify small BioZ variation (0.01 to $1Omega$) over higher baseline impedance, i.e., ETI plus the static BioZ component, both the excitation current generator (CG) and the BioZ amplifier must feature low noise. Although dynamic element matching (DEM) is effective in alleviating the 1/f current noise of the CG [2], the input-signal-dependent noise of the amplifier remains a notable problem that severely reduces the measurement accuracy when the BioZ signal is large [4]. Furthermore, previous CGs employing complementary current sources suffer from current mismatch, resulting in low output impedance and limited voltage headroom [1]–[2]. A unipolar CG solves this problem, but both the sinusoidal CG and current sink amplifier are power-hungry [3]. Finally, state-of-the-art BioZ readouts [1]–[3] still require an extra electrode to bias the body and provide the input common-mode (CM) voltage, which further increases the system complexity.
生物阻抗(BioZ)分析已被认为是一种新的范例,可以以无创的方式获得许多身体成分和血液动力学测量。在心脏周期中测量胸腔电阻的变化,即阻抗心电图(ICG),有助于发现心力衰竭恶化的早期迹象[1]。这就增加了对节能的可穿戴式BioZ传感器的需求,以实现长期和用户友好的健康监测,而最先进的设计仍然存在一些缺点。首先,传统的BioZ界面通常依赖于凝胶电极(> 10cm2)来实现皮肤和电极之间的低阻抗接触[1]-[2]。这不仅不利于长期录制,而且会引起用户的不适。然而,在1kHz至1MHz的频率范围内进行小尺寸干电极BioZ传感是非常具有挑战性的,其中增加的电极组织阻抗(ETI) (-10MΩII0.5nF)和输入寄生电容$mathrm{C}_{mathrm{p}}(> 10text{pF})$对输入信号的衰减起主导作用(图20.1.1),导致增益不准确和较长的稳定时间[3]。为了解决这一问题,提出了一种带校准正反馈的BioZ放大器[3],用于输入阻抗增强,可实现1cm2的干电极BioZ传感。其次,为了在较高的基线阻抗(即ETI加上静态BioZ分量)上识别小的BioZ变化(0.01至$1Omega$),激励电流发生器(CG)和BioZ放大器都必须具有低噪声。尽管动态元件匹配(DEM)可以有效缓解CG的1/f电流噪声[2],但放大器的输入信号相关噪声仍然是一个值得注意的问题,严重降低了BioZ信号较大时的测量精度[4]。此外,以前采用互补电流源的CGs存在电流失配问题,导致输出阻抗低,电压裕度有限[1]-[2]。单极CG解决了这个问题,但正弦CG和电流吸收放大器都是耗电的[3]。最后,最先进的BioZ读数[1]-[3]仍然需要一个额外的电极来偏置主体并提供输入共模(CM)电压,这进一步增加了系统的复杂性。
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引用次数: 4
A 1-Tb 4b/Cell 4-Plane 162-Layer 3D Flash Memory With a 2.4-Gb/s I/O Speed Interface 一个1tb 4b/Cell 4-Plane 162层3D闪存,带有2.4 gb /s I/O速度接口
Pub Date : 2022-02-20 DOI: 10.1109/ISSCC42614.2022.9731110
Jonghak Yuh, Jason Li, Heguang Li, Y. Oyama, Cynthia Hsu, Pradeep Anantula, Stanley Jeong, Anirudh Amarnath, S. Darne, Sneha Bhatia, Tianyu Tang, Aditya Arya, Naman Rastogi, Naoki Ookuma, Hiroyuki Mizukoshi, Alex S. Yap, Demin Wang, Steve Kim, Yonggang Wu, Min Peng, Jason Lu, Tommy Ip, Seema Malhotra, David Han, Masatoshi Okumura, Jiwen Liu, J. Sohn, H. Chibvongodze, Muralikrishna Balaga, Aki Matsuda, Chakshu Puri, Chen Chen, I. V., C. G, Venky Ramachandra, Yosuke Kato, Ravi Kumar, Huijuan Wang, F. Moogat, In-Soo Yoon, K. Kanda, Takahiro Shimizu, N. Shibata, Takashi Shigeoka, K. Yanagidaira, T. Kodama, R. Fukuda, Yasuhiro Hirashima, Mitsuhiro Abe
The presented 1Tb 4b/cell 162 WL layer 3D Flash memory achieves an areal density of 15 Gb/mm2 which is 8.7% higher than prior work [1]. High-performance is the key enabler for 4b/cell NAND Flash to enter mainstream systems. This work delivers a 60MB/s programming throughput and a 65μs tR with an 8kB central WL stair architecture and contact-through-WL (CTW) region. 2.4Gb/s I/O speed is achieved with LTT and CTT combo drivers. A 45% reduction in the read and write data transfer energy is achieved by employing VCCQ domain design. A time-division peak-power-management (TD-PPM) feature effectively reduces system peak power while maximizing system performance. Cache DFT and I/O DFT functions enable a high-speed testing methodology at wafer level. These features are summarized and compared to previously reported 4b/cell Flash memories in Fig. 7.1.1.
所提出的1Tb 4b/cell 162 WL层3D闪存实现了15gb /mm2的面密度,比之前的工作提高了8.7%[1]。高性能是4b/cell NAND闪存进入主流系统的关键因素。这项工作提供了60MB/s的编程吞吐量和65μs的tR,具有8kB的中央WL楼梯结构和接触式穿过WL (CTW)区域。使用LTT和CTT组合驱动程序可实现2.4Gb/s的I/O速度。通过采用VCCQ域设计,实现了读写数据传输能量降低45%。时分峰值功率管理(TD-PPM)特性有效地降低系统峰值功率,同时最大限度地提高系统性能。缓存DFT和I/O DFT功能实现了晶圆级的高速测试方法。图7.1.1总结了这些特征,并与先前报道的4b/cell闪存进行了比较。
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引用次数: 8
A 100MHz-Reference, 8GHz/16GHz, 177fsrms/223fsrms RO-Based IL-ADPLL Incorporating Reference Octupler with Probability-Based Fast Phase-Error Calibration 一种100mhz -基准,8GHz/16GHz, 177fsrms/223fsrms基于ro的IL-ADPLL,结合参考八倍器和基于概率的快速相位误差校准
Pub Date : 2022-02-20 DOI: 10.1109/ISSCC42614.2022.9731714
Hyojun Kim, H. Oh, W. Jung, Yoonho Song, Jonghyun Oh, D. Jeong
A ring oscillator (RO) generates a multi-phase clock with a large tuning range in a small area, enabling a per-lane implementation in multilane communication applications. However, a high-frequency RO suffers from inferior phase noise, which is exacerbated by its high flicker-noise corner [1], being unsuitable to be a precision-timing clock source for a high-throughput interface. While injection locking widens the noise-suppression bandwidth of an RO-based phase-locked loop (PLL) [2], its effectiveness to overall jitter is limited only to those with low multiplication factors. By exploiting the accumulation-free nature of jitter in delay-locked loops [3], the reference multiplier in [4] generates a clean mid-frequency clock and then is cascaded to a high-frequency PLL, achieving a low output jitter despite a high multiplication factor. However, the background calibration for the large delay errors in the reference multiplier due to process, supply voltage, and temperature (PVT) variations necessitates an excessive settling time, which is in the order of a few milliseconds at worst. While the reference multiplier in [5] achieves very low noise, its calibration, which also requires a long settling time, should be preceded by a post-fabrication trimming. In [6], another viable method for reference multiplication is presented. However, the long calibration time remains unsolved due to the required low noise contribution of its calibration PLL. In this paper, we present a 100MHz-reference, 8GHz/16GHz RO-based injection-locked all-digital PLL (IL-ADPLL) that incorporates a reference octupler (8xREF) with a probability-based adaptive calibration algorithm. The presented algorithm enables a fast, accurate phase-error calibration both under startup and after sudden environmental disturbance, e.g., a supply hop.
环形振荡器(RO)在小范围内产生具有大调谐范围的多相时钟,使多通道通信应用中的每通道实现成为可能。然而,高频RO的相位噪声较差,并且由于其高闪烁噪声角[1]而加剧了这一问题,因此不适合作为高吞吐量接口的精确定时时钟源。虽然注入锁定可以扩大基于ro的锁相环(PLL)的噪声抑制带宽[2],但其对整体抖动的有效性仅限于低倍增因子的锁相环。通过利用延迟锁定环路中抖动的无累加特性[3],[4]中的参考乘法器产生一个干净的中频时钟,然后级联到高频锁相环,实现了低输出抖动,尽管倍增系数很高。然而,由于工艺、电源电压和温度(PVT)的变化,参考乘法器中的大延迟误差的背景校准需要过多的稳定时间,这在最坏的情况下是几毫秒。虽然[5]中的参考乘法器实现了非常低的噪声,但它的校准也需要很长的稳定时间,因此应该在制作后进行修整。文献[6]提出了另一种可行的参考乘法方法。然而,由于其校准锁相环需要低噪声贡献,因此校准时间长仍未解决。在本文中,我们提出了一种100mhz参考,8GHz/16GHz基于ro的注入锁定全数字锁相环(IL-ADPLL),该锁相环结合了参考八倍器(8xREF)和基于概率的自适应校准算法。所提出的算法能够在启动和突发环境干扰(例如电源跳跃)之后快速,准确地校准相位误差。
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引用次数: 1
A 68.3% Efficiency Reconfigurable 400-/800-mW Capacitive Isolated DC-DC Converter with Common-Mode Transient Immunity and Fast Dynamic Response by Through-Power-Link Hysteretic Control 一个68.3%效率可重构400-/800-mW电容隔离DC-DC变换器,具有共模暂态抗扰度和快速动态响应
Pub Date : 2022-02-20 DOI: 10.1109/ISSCC42614.2022.9731748
Junyao Tang, Lei Zhao, Cheng Huang
Galvanically isolated voltage regulators (GIVRs) are widely used in industrial automation, electric vehicles, and medical devices to deliver power to low-voltage circuits across isolated domains and ensure human safety and device reliability in hazardous environments. Traditional bulky transformer-based GIVRs can deliver 2W output power with 80% peak efficiency [1]. However, transformers are relatively expensive, and their size limits the overall physical size of the system from being further minimized. Inductive GIVRs using micro transformers have been introduced in [2]–[9] with a significantly reduced form factor; however, their efficiency is also significantly compromised to around 50% [2]–[4], or even lower in the 7-to-40% range [5]–[9]. This is mainly due to the much lower quality of the micro transformers compared to traditional ones, as well as the associated much higher switching frequency. In addition, the manufacturing/packaging may introduce extra cost due to the need for special processes [2], [3], [5], [6]. A capacitive GIVR has been introduced in [10]; however, the efficiency is also limited to 50.7%, with a maximum power capacity of only 62mW. Besides, common-mode transient (CMT) immunity (CMTI), which ensures the robustness of operation when fast and strong voltage transients happen between the isolated domains due to current/voltage spikes in motor drivers or other fast switching applications, is an important specification for galvanically isolated devices [2], [4], [8]. This is especially important for capacitive designs due to the direct capacitive links between the two domains. However, no discussions, mitigations, or measurements were provided in [10]. In addition, most state-of-the-art designs require an extra transformer [2], [3], [6] or a pair of capacitors [4], [10] to establish feedback links for voltage regulation, which also increase the cost and form factor, or they only work in open loop [5], [7], [9].
电隔离稳压器(GIVRs)广泛应用于工业自动化、电动汽车和医疗设备中,为跨隔离域的低压电路供电,确保危险环境下的人身安全和设备可靠性。传统的基于变压器的GIVRs可以提供2W的输出功率,峰值效率为80%。然而,变压器相对昂贵,而且它们的尺寸限制了系统的整体物理尺寸进一步最小化。使用微变压器的电感式GIVRs已在[2]-[9]中引入,其外形系数显着降低;然而,它们的效率也明显降低到50%[2]-[4]左右,甚至更低至7% -40%[5]-[9]。这主要是由于与传统变压器相比,微型变压器的质量要低得多,以及相关的高得多的开关频率。此外,由于需要特殊工艺[2],[3],[5],[6],制造/包装可能会引入额外的成本。在b[10]中引入了电容式GIVR;然而,效率也限制在50.7%,最大功率容量仅为62mW。此外,共模暂态(CMT)抗扰度(CMTI)是电隔离器件[2],[4],[8]的重要规格,它确保了在电机驱动器或其他快速开关应用中由于电流/电压尖峰而导致的隔离域之间发生快速和强电压瞬变时的鲁棒性。由于两个域之间的直接电容连接,这对于电容设计尤其重要。但是,[10]中没有提供任何讨论、缓解或度量。此外,大多数最先进的设计需要一个额外的变压器[2],[3],[6]或一对电容器[4],[10]来建立电压调节的反馈链路,这也增加了成本和外形因素,或者它们只能在开环[5],[7],[9]中工作。
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引用次数: 5
Session 2 Overview: Processors 第二部分概述:处理器
Pub Date : 2022-02-20 DOI: 10.1109/isscc42614.2022.9731559
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引用次数: 0
SE4: The Bright and Dark Side of Artificial Intelligence (AI) SE4:人工智能的光明与黑暗
Pub Date : 2022-02-20 DOI: 10.1109/isscc42614.2022.9731570
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引用次数: 0
A 192-Gb 12-High 896-GB/s HBM3 DRAM with a TSV Auto-Calibration Scheme and Machine-Learning-Based Layout Optimization 具有TSV自动校准方案和基于机器学习的布局优化的192gb 12-High 896 gb /s HBM3 DRAM
Pub Date : 2022-02-20 DOI: 10.1109/ISSCC42614.2022.9731562
Myeong-Jae Park, H. Cho, T. Yun, S. Byeon, Young Jun Koo, Sang-Sic Yoon, Dong-Uk Lee, Seokwoo Choi, Ji Hwan Park, Jinhyung Lee, Kyungjun Cho, Junil Moon, B. Yoon, Y. Park, Sangmuk Oh, C. Lee, Tae-Kyun Kim, S. Lee, Hyunwoo Kim, Yucheon Ju, SeungGyeon Lim, S. Baek, Kyo Yun Lee, Sang Hun Lee, Woodward We, Seungchan Kim, Yongseok Choi, Seong-Hak Lee, Seungtaek Yang, Gunho Lee, In-Keun Kim, Y. Jeon, Jaewon Park, J. Yun, Chanhee Park, Sun-Yeol Kim, Sungjin Kim, Dong-Yeol Lee, Su-Hyun Oh, T. Hwang, Junghyun Shin, Yu-Ri Lee, Hyunsik Kim, Jaeseung Lee, Youngdo Hur, Sangkwon Lee, Jieun Jang, J. Chun, Joohwan Cho
Ever since the introduction of high bandwidth memory (HBM DRAM) and its succeeding line-ups, HBM DRAM has been heralded as a prominent solution to tackle the memory wall problem. However, despite continual memory advancements the advent of high-end systems, including supercomputers, hyper-scale data centers and machine learning accelerators, are expediting requirements for higher-performance memory solutions. To accommodate the increasing system-level demands, we introduce HBM3 DRAM, which employs multiple new features and design schemes. Techniques such as an on-die ECC engine, internal NN-DFE I/O signaling, TSV auto-calibration, and layout optimization based on machine-learning algorithms are implemented to efficiently control timing skew margins and SI degradation trade-offs. Furthermore, reduced voltage swings allow for improved memory bandwidth, density, power efficiency and reliability.
自从推出高带宽内存(HBM DRAM)及其后续产品线以来,HBM DRAM一直被誉为解决内存墙问题的杰出解决方案。为了适应不断增长的系统级需求,我们推出了采用多种新功能和设计方案的HBM3 DRAM。实现了诸如片上ECC引擎、内部NN-DFE I/O信令、TSV自动校准和基于机器学习算法的布局优化等技术,以有效控制时间倾斜余量和SI退化权衡。此外,降低电压波动允许提高内存带宽,密度,功率效率和可靠性。
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引用次数: 16
期刊
2022 IEEE International Solid- State Circuits Conference (ISSCC)
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