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13.2 A 3.6Mb 10.1Mb/mm2 Embedded Non-Volatile ReRAM Macro in 22nm FinFET Technology with Adaptive Forming/Set/Reset Schemes Yielding Down to 0.5V with Sensing Time of 5ns at 0.7V 13.2基于22nm FinFET技术的3.6Mb 10.1Mb/mm2嵌入式非易失性ReRAM宏,具有自适应成形/设置/复位方案,在0.7V下产生低至0.5V,传感时间为5ns
Pub Date : 2019-02-01 DOI: 10.1109/ISSCC.2019.8662393
P. Jain, U. Arslan, M. Sekhar, Blake C. Lin, Liqiong Wei, Tanay Sahu, Juan Alzate-vinasco, Ajay Vangapaty, M. Meterelliyoz, N. Strutt, Albert B. Chen, P. Hentges, Pedro A. Quintero, C. Connor, O. Golonzka, K. Fischer, F. Hamzaoglu
A resistive RAM (ReRAM) macro is developed as a low-cost, magnetic-disturb-immune option for embedded, non-volatile memory for SoCs used in IoT and automotive applications. We demonstrate the smallest ReRAM subarray density of 10.1Mb/mm2 in a 22nm low-power process. The subarray uses nominal-gate FINFET logic devices, with material innovations to allow low-voltage switching without impacting transistor reliability. Prior art features larger bit cell size or array density, and uses 28 or 40nm technology nodes [1]–[4]. The smallest read-sense time ($t_{mathrm {SENSE}},=5$ ns@0.7V) is demonstrated, compared to previous works [2]. An optimized pulse-width (PW) voltage-current write-verify-write (PVC-WVW) sequence helps in mitigating endurance and variability. A flexible and low-area TFR (thin-film resistor) based reference scheme enables optimization of forming, write yield, retention and endurance tradeoffs by skewing different verify and read resistances. A temperature-constant current source and a reference resistance help in the precise control of the forming/set current and the verify/read operations. Compared to area-inefficient bandgap circuits and temperature sensors, the in-situ TFR was used due to its low area, flexibility and seamless integration into the SoC. The memory bank uses a single supply coming from an in-situ charge pump (CP) that is shared across the macro.
电阻式RAM (ReRAM)宏是一种低成本、抗磁干扰的选择,适用于物联网和汽车应用中使用的soc嵌入式非易失性存储器。我们展示了在22nm低功耗工艺中最小的ReRAM子阵列密度为10.1Mb/mm2。该子阵列采用标称栅极FINFET逻辑器件,其材料创新允许在不影响晶体管可靠性的情况下进行低压开关。现有技术具有更大的位单元尺寸或阵列密度,并使用28或40nm技术节点[1]-[4]。与之前的工作[2]相比,演示了最小的读感时间($t_{ mathm {SENSE}},=5$ ns@0.7V)。优化的脉冲宽度(PW)电压-电流写入-验证-写入(PVC-WVW)序列有助于降低持久性和可变性。基于柔性和低面积TFR(薄膜电阻)的参考方案可以通过倾斜不同的验证和读取电阻来优化成型,写入良率,保持和耐用性权衡。恒温电流源和参考电阻有助于精确控制成形/设定电流和验证/读取操作。与面积效率低的带隙电路和温度传感器相比,原位TFR由于其低面积、灵活性和与SoC的无缝集成而被采用。内存库使用来自原位充电泵(CP)的单一电源,该电源在整个宏中共享。
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引用次数: 68
4.2 A Broadband Switched-Transformer Digital Power Amplifier for Deep Back-Off Efficiency Enhancement 4.2一种提高深度退变效率的宽带开关变压器数字功率放大器
Pub Date : 2019-02-01 DOI: 10.1109/ISSCC.2019.8662330
Liang Xiong, Tong Li, Yun Yin, Hao Min, N. Yan, Hongtao Xu
Sophisticated OFDM modulation schemes with high spectrum efficiency and data throughput in modern wireless communication systems often result in a large peak-to-average power ratio (PAPR). Besides, wireless standards like LTE, WLAN, NB-IoT, etc., require wide transmission power range to accommodate various communication environments, and devices often function at low average output power. For better battery lifetime, it is critical to improve the power amplifier (PA) efficiency at deep power back-off (PBO) levels (e.g., 12/18dB or higher). Recently, several digital-style techniques have been employed to enhance PA PBO efficiency, such as dynamic power control [1], Class-G, and Doherty [2–4], as well as multilevel outphasing [5]. Class-G or Doherty techniques usually provide an efficiency peaking at 6dB PBO, and when combined together [2,3] or cascaded [6] they can further enhance the efficiency beyond 6dB PBO by introducing two efficiency peaks at 6/12dB PBOs. However, most of the Class-G Doherty PAs suffer from large area overhead with two power supply paths and glitches due to mode transitions. The dynamic power control or multi-level outphasing PA requires multiple phase modulators and amplitude-level transitions, which cause inherent discontinuities and degrade the linearity. In this work, a switched-transformer digital-PA technique is proposed for wide-range PBO efficiency enhancement. This topology does not require multiple power supplies and does not introduce AM/PM discontinuities. The PA achieves multiple efficiency peaks at 0/6/12/18dB PBOs and wide frequency coverage with a single-transformer footprint and only one supply voltage.
在现代无线通信系统中,复杂的OFDM调制方案具有较高的频谱效率和数据吞吐量,往往导致较高的峰均功率比(PAPR)。此外,LTE、WLAN、NB-IoT等无线标准要求较宽的传输功率范围,以适应各种通信环境,设备通常在较低的平均输出功率下工作。为了获得更好的电池寿命,在深度功率回退(PBO)水平(例如12/18dB或更高)下提高功率放大器(PA)的效率至关重要。最近,一些数字风格的技术被用于提高PA PBO效率,如动态功率控制[1]、Class-G和Doherty[2-4],以及多级同相[5]。g类或Doherty技术通常在6dB PBO处提供效率峰值,当组合在一起[2,3]或级联[6]时,它们可以通过在6/ 12db PBO处引入两个效率峰值,进一步提高效率,超过6dB PBO。然而,大多数g类Doherty PAs都有两个供电路径的大面积开销,并且由于模式转换而出现故障。动态功率控制或多级同相放大器需要多个相位调制器和幅值级转换,这会导致固有的不连续和线性度降低。在这项工作中,提出了一种开关变压器数字pa技术,用于大范围提高PBO效率。这种拓扑结构不需要多个电源,也不会引入AM/PM不连续。该放大器在0/6/12/18dB PBOs处实现多个效率峰值,并在单变压器占地面积和只有一个电源电压的情况下实现宽频率覆盖。
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引用次数: 10
ISSCC 2019 Session 15 Overview: Power for 5G, Wireless Power, and GaN Converters ISSCC 2019第15次会议概述:5G,无线电源和GaN转换器的电源
Pub Date : 2019-02-01 DOI: 10.1109/isscc.2019.8662519
Power Management Subcommittee
Power converters are widely used in many emerging applications like 5G communication, high-power wireless transfer, galvanically isolated systems and high-voltage automotive and offline systems. Efficiency, bandwidth, high frequency, low EMI, and high reliability are all key to these highperformance power converters. This session presents recent advances in high-bandwidth supply modulators for 5G systems, high-efficiency wireless power transfer, single-chip isolated power converters with on-chip transformers, and low-EMI high-reliability GaN power converters. Session Chair: Min Chen Analog Devices, Milpitas, CA Associate Chair: Johan Janssens ON Semiconductor, Mechelen, Belgium
电源转换器广泛应用于5G通信、大功率无线传输、电隔离系统、高压汽车和离线系统等许多新兴应用。效率、带宽、高频、低电磁干扰和高可靠性是这些高性能功率变换器的关键。本次会议将介绍用于5G系统的高带宽电源调制器、高效无线电力传输、带片上变压器的单片隔离电源转换器和低emi高可靠性GaN电源转换器的最新进展。副主席:Johan Janssens ON Semiconductor,梅赫伦,比利时
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引用次数: 0
24.1 A 1Mb Multibit ReRAM Computing-In-Memory Macro with 14.6ns Parallel MAC Computing Time for CNN Based AI Edge Processors 24.1基于CNN的AI边缘处理器的1Mb Multibit ReRAM内存宏和14.6ns并行MAC计算时间
Pub Date : 2019-02-01 DOI: 10.1109/ISSCC.2019.8662395
Cheng-Xin Xue, Wei-Hao Chen, Je-Syu Liu, Jia-Fang Li, Wei-Yu Lin, Wei-En Lin, Jing-Hong Wang, Wei-Chen Wei, Ting-Wei Chang, Tung-Cheng Chang, Tsung-Yuan Huang, Hui-Yao Kao, Shih-Ying Wei, Yen-Cheng Chiu, Chun-Ying Lee, C. Lo, Y. King, Chorng-Jung Lin, Ren-Shuo Liu, C. Hsieh, K. Tang, Meng-Fan Chang
Embedded nonvolatile memory (NVM) and computing-in-memory (CIM) are significantly reducing the latency (tMAC) and energy consumption (EMAC) of multiply- and-accumulate (MAC) operations in artificial intelligence (AI) edge devices [1, 2]. Previous ReRAM CIM macros demonstrated MAC operations for lb-input, ternary- weighted, 3b-output CNNs [1] or lb-input, 8b-weighted, 1b-output fully-connected networks with limited accuracy [2]. To support higher-accuracy convolution neural network heavy applications NVM-CIM should support multibit inputs/weights and multi-bit output (MAC-OUT) for CNN operations. One way to achieve multibit weights is to use a multi-level ReRAM cell to store the weight. However, as shown in Fig. 24.1.1, multibit ReRAM CIM faces several challenges. (1) a tradeoff between area and speed for multibit input/weight/MAC-OUT MAC operations; (2) sense amplifier’s high input offset, large area, and high parasitic load on the read-path due to large BL currents (IBL) from multibit MAC; (3) limited accuracy due to a small read/sensing margin (ISM) across MAC-OUT or variation in cell resistance (particularly MLC cells). To overcome these challenges, this work proposes, (1) a serial-input non-weighted product (SINWP) structure to optimize the tradeoff between area, tMAC and EMAC, (2) a down-scaling weighted current translator (DSWCT) and positive-negative current- subtractor (PN-ISUB) for short delay, a small offset and a compact read-path area; and (3) a triple-margin small-offset current-mode sense amplifier (TMCSA) to tolerate a small ISM. A fabricated 55nm 1Mb ReRAM-CIM macro is the first ReRAM CIM macro to support CNN operations using multibit input/weight MAC-OUT. This device achieves the shortest CIM-MAC-access time (tAC) among existing ReRAM-CIMs (tMAC=14.6ns with 2b-input, 3b-weight with 4b-MAC-OUT) and the best peak EMAC of 53.17 TOPS/W (in binary mode).
嵌入式非易失性存储器(NVM)和内存计算(CIM)显著降低了人工智能(AI)边缘设备中乘法累加(MAC)操作的延迟(tMAC)和能耗(EMAC)[1,2]。先前的ReRAM CIM宏演示了lb-input, three -weighted, 3b-output cnn[1]或lb-input, 8b-weighted, 1b-output全连接网络的MAC操作,但精度有限[2]。为了支持更高精度的卷积神经网络重型应用,NVM-CIM应该支持CNN操作的多位输入/权重和多位输出(MAC-OUT)。实现多位权重的一种方法是使用多级ReRAM单元来存储权重。然而,如图24.1.1所示,多位ReRAM CIM面临着几个挑战。(1)在多比特输入/权重/MAC- out MAC操作的面积和速度之间进行权衡;(2)多比特MAC产生的大BL电流(IBL)导致感测放大器输入偏置高、面积大、读路寄生负载高;(3)由于MAC-OUT读取/传感裕度(ISM)小或细胞电阻变化(特别是MLC细胞),准确度有限。为了克服这些挑战,本研究提出:(1)一种串行输入非加权积(SINWP)结构,以优化面积、tMAC和EMAC之间的权衡;(2)一种降尺度加权电流转换器(DSWCT)和正负电流减法器(PN-ISUB),用于短延迟、小偏移和紧凑的读径面积;以及(3)三裕度小偏置电流模式检测放大器(TMCSA)以容忍小ISM。制造的55nm 1Mb ReRAM-CIM宏是第一个使用多位输入/权重MAC-OUT支持CNN操作的ReRAM-CIM宏。该器件实现了现有reram - cim中最短的CIM-MAC-access time (tAC) (2b-input时tMAC=14.6ns, 3b- mac - out时tMAC= 4b- weight)和最佳峰值EMAC(二进制模式下),为53.17 TOPS/W。
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引用次数: 181
29.2 A Scalable Quantum Magnetometer in 65nm CMOS with Vector-Field Detection Capability 29.2具有矢量场检测能力的65nm CMOS可扩展量子磁强计
Pub Date : 2019-02-01 DOI: 10.1109/ISSCC.2019.8662434
Mohamed I. Ibrahim, Christopher Foy, D. Englund, R. Han
Room-temperature control and detection of the nitrogen vacancy (NV) center in diamond’s spin-state has enabled magnetic sensing with high sensitivity and spatial resolution [1], [2]. However, current NV sensing apparatuses use bulky off-the-shelf components, which greatly increase the system’s scale. In [3], a compact platform, which attaches nanodiamond particles to a CMOS sensor, shrinks this spin-based magnetometer to chip scale; however, the optically detected magnetic resonance (ODMR) curve it generates carries large fluctuation leading to inferior sensitivity. In this paper, we present a CMOS-NV quantum sensor with (i) a highly-scalable microwave-delivering structure and (ii) a Talboteffect-based photonic filter with enhanced green-to-red suppression ratio. The former enables coherent driving of an increased number of NV centers, and the latter reduces the shot noise of the photo-detector caused by the input green laser. In addition, the usage of a bulk diamond also enables vector magnetometry, which allows for the tracking of magnetic objects and navigation. The prototype sensor provides a measured vector-field sensitivity of 245nT/Hz $^{1/2}$.
室温控制和检测金刚石自旋态中的氮空位(NV)中心,实现了高灵敏度和空间分辨率的磁传感[1],[2]。然而,目前的NV传感设备使用笨重的现成组件,这大大增加了系统的规模。在[3]中,一个紧凑的平台将纳米金刚石颗粒附着在CMOS传感器上,将这种基于自旋的磁力计缩小到芯片规模;但其产生的光探测磁共振(ODMR)曲线波动较大,灵敏度较差。在本文中,我们提出了一种CMOS-NV量子传感器,具有(i)高度可扩展的微波传递结构和(ii)基于talbote效应的光子滤波器,具有增强的绿红抑制比。前者可以增加NV中心的相干驱动数量,后者可以降低由输入绿色激光引起的光探测器的散粒噪声。此外,散装钻石的使用还可以实现矢量磁强计,从而可以跟踪磁性物体和导航。原型传感器的测量矢量场灵敏度为245nT/Hz $^{1/2}$。
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引用次数: 7
20.5 A 76.6dB-SNDR 50MHz-BW 29.2mW Noise-Coupling-Assisted CT Sturdy MASH ΔΣ Modulator with 1.5b/4b Quantizers in 28nm CMOS 20.5 A 76.6dB-SNDR 50MHz-BW 29.2mW噪声耦合辅助CT坚固MASH ΔΣ调制器与1.5b/4b量化器在28nm CMOS
Pub Date : 2019-02-01 DOI: 10.1109/ISSCC.2019.8662529
Liang Qi, Ankesh Jain, Dongyang Jiang, Sai-Weng Sin, R. Martins, M. Ortmanns
The demands for wider cellular bandwidth (BW) drive the development of continuous time (CT) ΔΣ modulators (DSMs). Oversampling ratio (OSR) is generally restricted due to high signal BW. To obtain an adequate resolution while maintaining good power efficiency, CT DSMs generally need to achieve an aggressive noise shaping and employ a multibit quantizer (QTZ) [1]–[3]. Though multibit operation requires a highly linear feedback (FB) DAC, dictating sophisticated linearization techniques [1]–[3]. Multi-stage noise-shaping (MASH) topologies can be employed to increase the order and they can apply multibit quantization only in the latter stages, where linearity requirements are highly relaxed. However, MASH DSMs suffer from quantization noise (ON) leakage due to the mismatch between analog and digital filters.
对更宽蜂窝带宽(BW)的需求推动了连续时间(CT) ΔΣ调制器(DSMs)的发展。过采样比(OSR)通常受到高信号BW的限制。为了获得足够的分辨率,同时保持良好的功率效率,CT dsm通常需要实现积极的噪声整形,并使用多位量化器(QTZ)[1] -[3]。虽然多比特操作需要高度线性反馈(FB) DAC,但这需要复杂的线性化技术[1]-[3]。多级噪声整形(MASH)拓扑可以用来提高阶数,并且它们只能在线性要求高度宽松的后期应用多位量化。然而,由于模拟滤波器和数字滤波器之间的不匹配,MASH DSMs遭受量化噪声(ON)泄漏。
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引用次数: 7
ISSCC 2019 Session 22 Overview: Physiological Monitoring ISSCC 2019第22届会议概述:生理监测
Pub Date : 2019-02-01 DOI: 10.1109/isscc.2019.8662390
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引用次数: 0
[Copyright notice] (版权)
Pub Date : 2019-02-01 DOI: 10.1109/isscc.2019.8662365
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引用次数: 0
11.1 A 5.37mW/Channel Pitch-Matched Ultrasound ASIC with Dynamic-Bit-Shared SAR ADC and 13.2V Charge-Recycling TX in Standard CMOS for Intracardiac Echocardiography 11.1用于心内超声心动图的5.37mW/通道音高匹配超声ASIC,带有动态位共享SAR ADC和13.2V电荷回收TX标准CMOS
Pub Date : 2019-02-01 DOI: 10.1109/ISSCC.2019.8662531
Jihee Lee, Kyoung-Rog Lee, B. Eovino, J. Park, Liwei Lin, H. Yoo, Jerald Yoo
Intracardiac echocardiography (ICE) is an ultrasound sonogram that visualizes the anatomical structure of the heart in real time, with a mm-scale catheter inserted through the intracardiac vessels, and guides surgical intervention for atrial septal defect (ASD) closure. To achieve high-quality medical imaging, an ICE system must meet stringent power consumption requirements with low-noise operation. Since an ASIC and ultrasound transducers are tightly bonded through flip-chip or direct integration, an ultrasound unit TRX channel must be pitch-matched to each transducer channel [1], [2]. A piezoelectric Micro-machined Ultrasound Transducer (pMUT) is a suitable ultrasound transducer for implantable sensor applications, since it does not need high $(sim 200mathrm {V})$ bias that is a must in capacitive MUTs (cMUT) [3]. However, pMUT devices suffer from process variation, which leads to low image quality, and to date, no work addresses this issue for both TX/RX in real time. To meet all these requirements at once, we present a $6 times 6$ TRX pitch-matched pMUT ASIC with a standard CMOS-compatible 13.2V HV pulser, on-chip per-pixel calibration scheme, and a Dynamic Bit-Shared (DBS) ADC for portable ICE applications.
心内超声心动图(ICE)是一种实时显示心脏解剖结构的超声图,通过心内血管插入mm级导管,指导房间隔缺损(ASD)关闭的手术干预。为了实现高质量的医学成像,ICE系统必须满足严格的功耗要求和低噪声运行。由于ASIC和超声换能器通过倒装芯片或直接集成紧密结合,超声单元TRX通道必须与每个换能器通道相匹配[1],[2]。压电微机械超声换能器(pMUT)是一种适合植入式传感器应用的超声换能器,因为它不需要高$(sim 200 mathm {V})$偏置,而这是电容式mut (cMUT)所必需的[3]。然而,pMUT设备受到过程变化的影响,导致图像质量低,到目前为止,还没有工作可以实时解决TX/RX的这个问题。为了同时满足所有这些要求,我们提出了一个$6 × 6$ TRX间距匹配的pMUT ASIC,具有标准的cmos兼容13.2V高压脉冲发生器,片上每像素校准方案,以及用于便携式ICE应用的动态位共享(DBS) ADC。
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引用次数: 17
22.1 A 769μW Battery-Powered Single-Chip SoC With BLE for Multi-Modal Vital Sign Health Patches 22.1 769μW电池供电的单芯片SoC,支持多模态生命体征健康补丁
Pub Date : 2019-02-01 DOI: 10.1109/ISSCC.2019.8662520
M. Konijnenburg, Roland Van Wegberg, Shuang Song, Hyunsoo Ha, W. Sijbers, Jiawei Xu, S. Stanzione, C. V. Liempd, Dwaipayan Biswas, Arjan Breeschoten, P. Vis, C. Hoof, N. V. Helleputte
Continuous vital-sign monitoring is of paramount importance in remote heath monitoring or rehabilitation environments for chronic diseases. Medical-grade wireless and wearable bio-sensor systems that can be used at home offer a much more attractive solution than hospital-based monitoring systems. We report an all-in-one battery-powered SoC designed for low-cost single-use health patches (Fig. 22.1.1), allowing continuous monitoring in a home setting to improve patient comfort and reduce cost of care by, e.g., reducing hospital stays. In addition to medical-grade signal quality, low power consumption is key in such a health patch system, to enable a comfortable form factor with miniature battery size and prolong the operational lifetime to at least several weeks.
连续生命体征监测在远程健康监测或慢性疾病康复环境中至关重要。可以在家中使用的医疗级无线和可穿戴生物传感器系统提供了比基于医院的监测系统更具吸引力的解决方案。我们报告了一种专为低成本一次性健康贴片设计的一体化电池供电SoC(图22.1.1),允许在家庭环境中进行连续监测,以提高患者舒适度并通过减少住院时间等方式降低护理成本。除了医疗级的信号质量外,低功耗是这种健康贴片系统的关键,以实现舒适的外形因素和微型电池尺寸,并将操作寿命延长至至少几周。
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引用次数: 28
期刊
2019 IEEE International Solid- State Circuits Conference - (ISSCC)
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