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2020 IEEE Custom Integrated Circuits Conference (CICC)最新文献

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A Fully-Printed Organic Smart Temperature Sensor for Cold Chain Monitoring Applications 用于冷链监测应用的全印刷有机智能温度传感器
Pub Date : 2020-03-01 DOI: 10.1109/CICC48029.2020.9075908
M. Fattori, C. D. Costa, Joost A. Fijn, E. Genco, P. Harpe, E. Cantatore, M. Charbonneau
This paper presents a printed smart temperature sensor on RFID manufactured with organic materials. The system-on-foil exploits printed resistors and a time-based printed OTFT interface to convert temperature to a PWM representation and enable wireless RF communication at 13.56 MHz. The system is also equipped with a dedicated harvesting circuit for wireless power transfer, allowing stand-alone operation. The smart sensor achieves 0.27 KRMS resolution for a 2 $s$ conversion time, a resolution FOM of 294 10-6·J· K2 and a 3 sigma inaccuracy of ±1.2° C over the food monitoring temperature range 3° C to 27° C, after systematic non linearity removal and 3-point calibration. These results demonstrate that inexpensive electronic devices suitable for fresh food monitoring applications can be developed with unipolar printed organic transistor technologies, allowing e.g. integration of smart sensors in food packaging material.
介绍了一种用有机材料制作的RFID打印智能温度传感器。系统箔利用印刷电阻和基于时间的印刷OTFT接口将温度转换为PWM表示,并实现13.56 MHz的无线射频通信。该系统还配备了用于无线电力传输的专用收集电路,允许独立操作。该智能传感器在2 $s$转换时间内实现0.27 KRMS分辨率,在3°C至27°C的食品监测温度范围内,分辨率FOM为294 10-6·J·K2, 3西格玛误差为±1.2°C。这些结果表明,使用单极印刷有机晶体管技术可以开发出适合新鲜食品监测应用的廉价电子设备,例如,可以将智能传感器集成到食品包装材料中。
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引用次数: 8
A 1.6mm3 Wirelessly Powered Reconfigurable FDD Radio with On-Chip Antennas Achieving 4.7 pJ/b TX and 1 pJ/b RX Energy Efficiencies for Medical Implants 一种带有片上天线的1.6mm3无线供电可重构FDD无线电,可实现4.7 pJ/b TX和1 pJ/b RX能量效率,用于医疗植入物
Pub Date : 2020-03-01 DOI: 10.1109/CICC48029.2020.9075935
Hamed Rahmani, A. Babakhani
This paper presents an integrated wirelessly powered radio with two on-chip antennas and a total volume of 2.4×2.2×0.3 mm3 achieving ×7 smaller footprint than state-of-the-art wirelessly powered transceivers. The system is fabricated in TSMC 180nm process and is designed to operate under stringent power budgets of medical implants. Power and downlink data are carried to the system via an AKS-modulated RF link with an energy efficiency of 1 pJ/b. This design can operate under various power budgets and utilizes a power management technique to adjust the effective data rate and power consumption. TX block is based on a power oscillator structure and utilizes an on-chip dipole antenna at the load. Reconfigurable TX block can transmit uplink data with OOK and UWB modulation schemes and supports a maximum data rate of 150 Mbps achieving an energy efficiency of 4.65 pJ/b at a 15cm distance. In UWB modes, the TX block operates continuously for data rates of up to 40 Mbps.
本文介绍了一种集成的无线供电无线电,具有两个片上天线,总体积为2.4×2.2×0.3 mm3,比最先进的无线供电收发器的占地面积×7小。该系统采用台积电180nm工艺制造,可在严格的医疗植入物功耗预算下运行。电源和下行链路数据通过aks调制的射频链路传输到系统,能量效率为1 pJ/b。该设计可以在各种功率预算下运行,并利用电源管理技术来调整有效数据速率和功耗。TX模块基于功率振荡器结构,并在负载处使用片上偶极子天线。可重构TX块可以通过OOK和UWB调制方案传输上行数据,支持150mbps的最大数据速率,在15cm距离内实现4.65 pJ/b的能效。在UWB模式下,TX块以高达40mbps的数据速率连续运行。
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引用次数: 9
A 44.1TOPS/W Precision-Scalable Accelerator for Quantized Neural Networks in 28nm CMOS 用于量化神经网络的44.1TOPS/W高精度可扩展加速器
Pub Date : 2020-03-01 DOI: 10.1109/CICC48029.2020.9075872
Sungju Ryu, Hyungjun Kim, Wooseok Yi, Jongeun Koo, Eunhwan Kim, Yulhwa Kim, Taesu Kim, Jae-Joon Kim
Supporting variable precision for computing quantized neural network in a hardware accelerator is an efficient way to reduce overall computation time and energy. However, in the previous precision-scalable hardware, bit-reconfiguration logic increases the chip area significantly. In this paper, we demonstrate a compact precision-scalable accelerator chip using bitwise summation and channel-wise aligning schemes. The measurement results show that the peak performance per compute area is improved by 5.1-7.7x and system-level energy-efficiency is improved by up to 64% compared to previous precision-scalable accelerators.
在硬件加速器中支持变精度计算量化神经网络是减少整体计算时间和能量的有效途径。然而,在先前的精确可扩展硬件中,位重构逻辑显著增加了芯片面积。在本文中,我们展示了一个紧凑的精密可扩展的加速器芯片,使用位求和和通道对齐方案。测量结果表明,与以前的精度可扩展加速器相比,每个计算区域的峰值性能提高了5.1-7.7倍,系统级能源效率提高了64%。
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引用次数: 3
A 80dB DR 6MHz Bandwidth Pipelined Noise-Shaping SAR ADC with 1–2 MASH structure 采用1-2 MASH结构的80dB DR 6MHz带宽流水线噪声整形SAR ADC
Pub Date : 2020-03-01 DOI: 10.1109/CICC48029.2020.9075929
Sein Oh, Younggyun Oh, Juyoung Lee, Kihyun Kim, Seungjun Lee, Jintae Kim, Hyungil Chae
A pipelined NS-SAR ADC with 1–2 MASH structure is presented. Two-stage pipelined structure consisting of 5-bit NS-SAR and 4-bit NS-SAR ADCs shows 3rd-order noise-shaping. To maximize power efficiency, a single operational transconductance amplifier (OTA) is reused for both an integrator for noise shaping and a residue amplifier for pipelining. The measured DR is 80dB when the sampling rate is 83.3MS/s and bandwidth is 6MHz, and power consumption is 3.5mW showing FoMs,DR of 172.3dB. The proposed ADC structure greatly relaxes design requirement of each SAR quantizer, and can achieve high resolution and wide bandwidth with good power efficiency.
提出了一种具有1-2 MASH结构的流水线NS-SAR ADC。由5位NS-SAR和4位NS-SAR adc组成的两级流水线结构具有三阶噪声整形。为了最大限度地提高功率效率,单个操作跨导放大器(OTA)可重复用于噪声整形的积分器和用于管道的残留放大器。当采样率为83.3MS/s,带宽为6MHz时,测量到的DR为80dB,功耗为3.5mW,显示FoMs,DR为172.3dB。所提出的ADC结构大大放宽了每个SAR量化器的设计要求,并能实现高分辨率、宽带宽和良好的功耗效率。
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引用次数: 4
A Colpitts-Based Frequency Reference Achieving a Single-Trim ± 120ppm Accuracy from -50 to 170°C 基于colpitts的频率基准,在-50至170°C范围内实现单修剪±120ppm的精度
Pub Date : 2020-03-01 DOI: 10.1109/CICC48029.2020.9075878
Alexander S. Delke, A. Annema, M. S. O. Alink, Yanyu Jin, Jos Verlinden, B. Nauta
A single-trim, high accuracy frequency reference is presented. The Colpitts LC-oscillator topology reduces the temperature dependencies of the LC-tank quality factor on the oscillation frequency. With a fractional divider for frequency compensation it can serve as crystal-replacement. Measurements of the prototype (16 samples) in a $0.13mu mathrm{m}$ high-voltage CMOS SOI process show $pm 120mathrm{ppm}$ accuracy from -50 to 170°C. The oscillator dissipates 3.5mW from a 2.5V supply and has 220ppm/V supply-sensitivity without supply regulation.
提出了一种单次微调、高精度的频率基准。Colpitts lc振荡器拓扑减少了lc槽质量因子对振荡频率的温度依赖性。与分数分频器频率补偿,它可以作为晶体替代。在$0.13mu mathrm{m}$高压CMOS SOI工艺中对原型(16个样品)的测量显示,从-50°C到170°C的精度为$pm 120mathrm{ppm}$。振荡器在2.5V电源下耗散3.5mW,在没有电源调节的情况下具有220ppm/V电源灵敏度。
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引用次数: 1
A 760 nW, 180 nm CMOS Analog Voice Activity Detection System 一个760 nW, 180 nm CMOS模拟语音活动检测系统
Pub Date : 2020-03-01 DOI: 10.1109/CICC48029.2020.9075954
M. Croce, Brian W. Friend, F. Nesta, L. Crespi, P. Malcovati, A. Baschirotto
This paper presents a fully analog, signal-to-noise ratio (SNR) based voice-activity detection circuit, which achieves 99.5 % classification accuracy in a domestic environment in the presence of loud ambient noise, consuming 760 nW from a 1.2 V supply. The circuit exploits an energy-efficient analog implementation with continuous-time non-linear operation and fully-passive switched-capacitor processing, to minimize both the power consumption and the chip area. The VAD circuit prototype, fabricated in a 180 nm CMOS technology, occupies 0.14mm2.
本文提出了一种基于全模拟、信噪比(SNR)的语音活动检测电路,该电路在存在较大环境噪声的家庭环境中实现了99.5%的分类准确率,从1.2 V电源消耗760 nW。该电路采用节能模拟实现,具有连续时间非线性操作和全无源开关电容处理,以最大限度地减少功耗和芯片面积。VAD电路原型采用180 nm CMOS技术制造,占地0.14mm2。
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引用次数: 0
Mixer-First Extremely Wideband 43–97 GHz RX Frontend with Broadband Quadrature Input Matching and Current Mode Transformer-Based Image Rejection for Massive MIMO Applications 混合优先的极宽带43-97 GHz RX前端与宽带正交输入匹配和基于电流模式互感器的图像抑制大规模MIMO应用
Pub Date : 2020-03-01 DOI: 10.1109/CICC48029.2020.9075896
Amr Ahmed, Min-Yu Huang, Hua Wang
This work presents an ultra-wideband mixer-first front-end that can cover mmWave communications bands in the frequency range 43–97 GHz. The front-end employs a mmWave 90°coupler as an input stage in order to achieve wideband matching and RF quadrature signal generation. Passive mixer and multi-gated gm3-cancellation IF amplifiers used to achieve and maintain high linearity across the frequency range. In addition, the frond-end implements a current mode image rejection using a transformer based IF 90°coupler. The receiver front-end is implemented in CMOS 22nm FD-SOI technology and achieves an ultra-wideband S11 matching while employing up to 32 dB image rejection and 1.6-5.2 dBm in-band IIP3. In addition, the front-end supports up to 6 Gbps 64QAM modulated data.
这项工作提出了一个超宽带混频器优先前端,可以覆盖43-97 GHz频率范围内的毫米波通信频段。前端采用毫米波90°耦合器作为输入级,以实现宽带匹配和射频正交信号生成。无源混频器和多门gm3对消中频放大器用于实现和保持整个频率范围内的高线性度。此外,前端使用基于中频90°耦合器的变压器实现电流模式图像抑制。接收器前端采用CMOS 22nm FD-SOI技术,实现了超宽带S11匹配,同时采用高达32db的图像抑制和1.6-5.2 dBm的带内IIP3。此外,前端支持高达6gbps的64QAM调制数据。
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引用次数: 7
Deep Convolutional Neural Network Accelerator Featuring Conditional Computing and Low External Memory Access 具有条件计算和低外部存储器访问的深度卷积神经网络加速器
Pub Date : 2020-03-01 DOI: 10.1109/CICC48029.2020.9075931
Minkyu Kim, Jae-sun Seo
This paper presents an ASIC accelerator for deep convolutional neural networks (DCNNs) featuring a novel conditional computing scheme that synergistically combines precision-cascading with zero-skipping. To reduce many redundant convolution operations that are followed by max-pooling operations, we propose precision-cascading, where the input features are divided into a number of low-precision groups and approximate convolutions with only the most significant bits (MSBs) are performed first. Based on this approximate computation, the full-precision convolution is performed only on the maximum pooling output that is found. This way, the total number of bit-wise convolutions can be reduced by ~2× without affecting the output feature values and with <0.8% degradation in final ImageNet classification accuracy. Precision-cascading provides the added benefit of increased sparsity per low-precision group, which we exploit with zero-skipping to eliminate clock cycles as well as external memory access that involve zero inputs. By jointly optimizing the conditional computing scheme and hardware architecture, the 40nm prototype chip demonstrates a peak energy-efficiency of 8.85 TOPS/W at 0.9V supply and low external memory access of 55.31 MB (or 0.0018 access/MAC) for ImageNet classification with VGG-16 CNN.
本文提出了一种用于深度卷积神经网络(DCNNs)的ASIC加速器,该加速器采用了一种新的条件计算方案,将精度级联和跳零协同结合起来。为了减少最大池化操作之后的冗余卷积操作,我们提出了精度级联,其中输入特征被划分为许多低精度组,并首先执行仅具有最高有效位(msb)的近似卷积。基于这种近似计算,只对找到的最大池化输出执行全精度卷积。这样,在不影响输出特征值的情况下,按位卷积的总数可以减少约2倍,并且最终ImageNet分类精度的下降<0.8%。精度级联提供了每个低精度组增加稀疏性的额外好处,我们利用跳零来消除时钟周期以及涉及零输入的外部存储器访问。通过对条件计算方案和硬件架构的共同优化,40nm原型芯片在0.9V电源下的最高能效为8.85 TOPS/W,与vgg16 CNN进行ImageNet分类时,外部存储器存取率仅为55.31 MB(或0.0018 access/MAC)。
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引用次数: 4
Technology Scaling of ESD Devices in State of the Art FinFET Technologies 在最先进的FinFET技术中ESD器件的技术缩放
Pub Date : 2020-03-01 DOI: 10.1109/CICC48029.2020.9075899
Sukjin Kim, R. Sithanandam, Woojin Seo, Mijin Lee, Sangyoung Cho, Juho Park, Hyuk-Mim Kwon, Namho Kim, Chanhee Jeon
Continuous optimization of power, performance and area lead to the evolution of planar CMOS to the FinFET technology. With further scaling, the use of EUV lithography for 7nm and below technologies became a necessity. Extensive literature is available for the optimizing the digital and analog performances using FinFET technologies. However, there is a dearth of literature in analyzing the ESD performance and scaling trends across various FinFET technologies. This paper is an attempt to present the design choices, challenges and solutions available for the robust ESD protection. ESD devices of the general purpose I/O's (N+/Psub, NW/Psub, P+/NW diodes) and failsafe I/O's (GGNMOS) are analyzed in 14nm, 10nm and 7nm FinFET technologies. For the first time, a brief note on the new charge based CDM analysis strategy which ensures first time silicon success is also explained. The test structure development, fabrication, testing and results are performed at Samsung Foundry.
功率、性能和面积的不断优化导致平面CMOS技术向FinFET技术发展。随着规模的进一步扩大,在7nm及以下技术中使用EUV光刻成为必要。广泛的文献可用于使用FinFET技术优化数字和模拟性能。然而,在分析各种FinFET技术的ESD性能和缩放趋势方面缺乏文献。本文试图介绍稳健ESD保护的设计选择、挑战和解决方案。分析了通用I/O (N+/Psub, NW/Psub, P+/NW二极管)和故障安全I/O (GGNMOS)器件在14nm, 10nm和7nm FinFET技术下的ESD器件。本文还首次简要介绍了新的基于电荷的CDM分析策略,该策略确保了首次硅的成功。测试结构的开发、制造、测试和结果在三星铸造厂完成。
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引用次数: 1
A Compact Dual-Core 26.1-to-29.9GHz Coupled-CMOS LC-VCO with Implicit Common-Mode Resonance and FoM of-191 dBc/Hz at 10MHz 一种紧凑型双核26.1至29.9 ghz耦合cmos LC-VCO,具有隐式共模谐振和10MHz时的191 dBc/Hz的FoM
Pub Date : 2020-03-01 DOI: 10.1109/CICC48029.2020.9075909
A. H. M. Shirazi, M. Mahani, H. M. Lavasani, S. Mirabbasi, S. Shekhar, R. Zavari, H. Djahanshahi
A compact dual-core, single-transformer, and low-power voltage-controlled oscillator (VCO) is presented. The single transformer provides resonance at both differential and common modes, eliminating the need for an explicit inductor for the common-mode resonance. It is implemented vertically using two top metal layers, resulting in significant area saving compared to the state-of-the-art. The LC-tank has common mode resonance at twice the VCO frequency, hence reducing the flicker noise corner frequency of the VCO to 450 kHz. A fully-balanced complementary coupled-Class-C design improves efficiency, maintains symmetric swings across the transformer, and improves reliability. A prototype 26.1-to-29.9 GHz VCO, suitable for 5G applications, is implemented in a 65-nm CMOS process occupying an area of 0.04 mm2. The VCO consumes 3.4 mW at 27.45 GHz and exhibits a phase noise of -127.5 dBc/Hz at 10 MHz offset resulting in an FoM of -191 dB/Hz.
提出了一种紧凑的双核、单变压器、低功耗压控振荡器(VCO)。单个变压器在差分和共模下提供共振,消除了对共模共振的显式电感的需要。它采用垂直的两层顶部金属层,与最先进的技术相比,节省了大量的面积。LC-tank具有两倍于VCO频率的共模共振,因此将VCO的闪烁噪声角频率降低到450 kHz。全平衡互补耦合c级设计提高了效率,保持了变压器的对称摆动,并提高了可靠性。适用于5G应用的26.1至29.9 GHz VCO原型采用占地0.04 mm2的65纳米CMOS工艺实现。VCO在27.45 GHz时功耗为3.4 mW,在10 MHz偏移时相位噪声为-127.5 dBc/Hz,导致FoM为-191 dB/Hz。
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引用次数: 6
期刊
2020 IEEE Custom Integrated Circuits Conference (CICC)
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