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ESSCIRC 2019 - IEEE 45th European Solid State Circuits Conference (ESSCIRC)最新文献

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A Wideband IF Receiver Module for Flexibly Scalable mmWave Beamforming Combining and Interference Cancellation 用于灵活可扩展毫米波波束形成组合和干扰消除的宽带中频接收模块
Pub Date : 2019-09-01 DOI: 10.1109/ESSCIRC.2019.8902869
Rehman Akbar, E. Klumperink, N. Tervo, M. Javed, K. Stadius, T. Rahkonen, A. Pärssinen
Large-scale phased arrays need to combine weighted signals from multiple sub-arrays either in analog or in digital domain. Sub-arrays are preferably implemented modularly with integrated circuits placed next to the associated antennas. In order to enable flexible and scalable combining networks of several mmWave sub-arrays, this paper presents a wideband receiver module that provides the cartesian combining of beamforming weights for one sub-array at IF. Furthermore, it allows interference cancellation between sub-arrays or combining multiple sub-arrays. It also provides filtering before ADCs to support current and foreseeable 5G channel bandwidths up to 800MHz. The receiver is operating at 2-4GHz IF frequency range and has more than 400MHz baseband bandwidth, a noise-figure of 5.5dB, -6dBm 1dB compression point and +3dBm in-band IIP3. In addition, over-the-air measurements are performed, showing 26dB of interference cancellation between the sub-arrays. The prototype is implemented using 45nm CMOS PDSOI.
大规模相控阵需要在模拟域或数字域对来自多个子阵的加权信号进行组合。子阵列优选地以放置在相关天线旁边的集成电路模块化地实现。为了实现多个毫米波子阵列的灵活和可扩展的组合网络,本文提出了一种宽带接收模块,该模块为中频下的一个子阵列提供波束形成权重的直角组合。此外,它允许子阵列之间或组合多个子阵列之间的干扰消除。它还在adc前提供滤波,以支持当前和可预见的高达800MHz的5G信道带宽。该接收机工作在2-4GHz中频范围内,基带带宽超过400MHz,噪声系数5.5dB,压缩点为-6dBm,带内IIP3为+3dBm。此外,进行了空中测量,显示子阵列之间的干扰消除为26dB。该原型采用45纳米CMOS PDSOI实现。
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引用次数: 9
A 8.93-TOPS/W LSTM Recurrent Neural Network Accelerator Featuring Hierarchical Coarse-Grain Sparsity With All Parameters Stored On-Chip 一种8.93-TOPS/W的分层粗粒稀疏LSTM递归神经网络加速器
Pub Date : 2019-09-01 DOI: 10.1109/ESSCIRC.2019.8902809
Deepak Kadetotad, Visar Berisha, C. Chakrabarti, Jae-sun Seo
Long short-term memory (LSTM) networks are widely used for speech applications but pose difficulties for efficient implementation on hardware due to large weight storage requirements. We present an energy-efficient LSTM recurrent neural network (RNN) accelerator, featuring an algorithm-hardware co-optimized memory compression technique called hierarchical coarse-grain sparsity (HCGS). Aided by HCGS-based block-wise recursive weight compression, we demonstrate LSTM networks with up to 16× fewer weights while achieving minimal accuracy loss. The prototype chip fabricated in 65-nm LP CMOS achieves 8.93/7.22 TOPS/W for 2-/3-layer LSTM RNNs trained with HCGS for TIMIT/TED-LIUM corpora.
长短期记忆(LSTM)网络在语音应用中得到了广泛的应用,但由于其巨大的重量存储要求,使得其难以在硬件上有效实现。我们提出了一种节能的LSTM递归神经网络(RNN)加速器,它采用了一种称为分层粗粒稀疏(HCGS)的算法-硬件协同优化的内存压缩技术。在基于hcgs的块递归权重压缩的帮助下,我们展示了LSTM网络的权重减少了16倍,同时实现了最小的精度损失。在65nm LP CMOS中制造的原型芯片对于使用HCGS训练的2 /3层LSTM rnn在TIMIT/TED-LIUM语料库中实现了8.93/7.22 TOPS/W。
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引用次数: 2
A 76-81 GHz CMOS PA with 16-dBm PSAT and 30-dB Amplitude Control for MIMO Automotive Radars 一种76-81 GHz CMOS PA, 16dbm PSAT和30db振幅控制,用于MIMO汽车雷达
Pub Date : 2019-09-01 DOI: 10.1109/ESSCIRC.2019.8902347
Dongfang Pan, Zongming Duan, Liguo Sun, Shita Guo, Lin Cheng, P. Gui
This paper presents a 77 GHz power amplifier (PA) for multiple-input-multiple-output (MIMO) automotive radar with high output power, reconfigurable gain, and 0/180º phase shifting capability, by using TSMC 65 nm CMOS general purpose (GP) technology. The PA has a variable gain amplifier (VGA) design merged with a phase shifter, a power splitter, two-way double-neutralized PA cell, and a balun-based power combiner. Measurement results show that the saturation output power (PSAT) is 16.1 dBm with maximum PAE of 12.8% at 79 GHz, a peak power gain of -5-25 dB is tunable at 77 GHz, and 0/180º phase shifter is achieved over 76-81 GHz. The power consumption of the PA is 356 mW.
采用台积电65nm通用CMOS (GP)技术,设计了一种用于多输入多输出(MIMO)汽车雷达的77 GHz功率放大器(PA),具有高输出功率、可重构增益和0/180º相移能力。该放大器采用可变增益放大器(VGA)设计,结合移相器、功率分配器、双向双中和PA单元和基于平衡的功率合成器。测量结果表明,在79 GHz时,饱和输出功率(PSAT)为16.1 dBm,最大PAE为12.8%,在77 GHz时可调至-5-25 dB的峰值功率增益,在76-81 GHz范围内可实现0/180º移相。PA的功耗为356mw。
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引用次数: 4
A 20 Channel EMG SoC with an Integrated 32b RISC Core for Real-Time Wireless Prosthetic Control 20通道EMG SoC,集成32b RISC内核,用于实时无线假肢控制
Pub Date : 2019-09-01 DOI: 10.1109/ESSCIRC.2019.8902881
M. Solé, A. Bischof, Lorenzo Bergamini, P. Dallemagne, S. Emery, Komail M. H. Badami, Jiang Deng, T. Mavrogordatos, E. Azarkhish, Loïc Zahnd, C. Cosentino, M. Augustyniak, Y. Zha
This work introduces a highly integrated and a power-efficient SoC with 20 EMG sensing channels, a 32b RISC core with a host of peripherals and a companion RF transceiver chip in the 55 nm CMOS technology to enable real-time Osseo-integrated prosthesis control and is aimed at recovery of hand function after amputation. The EMG processing channels include temperature compensated pseudo-resistors in highly programmable gain stages, a 4th order Chebyshev low-pass filter with enhanced linearity and 12b SAR ADC operating in the programmable range of 1.2MS/s to 125kS/s for multichannel EMG signal digitization. The digital back-end includes an EMG pre-processing accelerator and a 32b RISC processor that optimizes the power-consumption of the companion RF transceiver to improve the power-efficiency of the the prosthesis control system.
这项工作介绍了一个高集成和低功耗的SoC,具有20个肌电信号传感通道,一个32b的RISC内核和一系列外围设备,以及一个55纳米CMOS技术的射频收发器芯片,以实现实时骨集成假肢控制,旨在截肢后手部功能的恢复。EMG处理通道包括高度可编程增益级的温度补偿伪电阻,增强线性度的4阶切比雪夫低通滤波器和12b SAR ADC,工作在1.2MS/s至125kS/s的可编程范围内,用于多通道EMG信号数字化。数字后端包括一个肌电信号预处理加速器和一个32b RISC处理器,该处理器优化了配套射频收发器的功耗,以提高假肢控制系统的功率效率。
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引用次数: 2
C3SRAM: In-Memory-Computing SRAM Macro Based on Capacitive-Coupling Computing C3SRAM:基于电容耦合计算的内存计算SRAM宏
Pub Date : 2019-09-01 DOI: 10.1109/ESSCIRC.2019.8902752
Zhewei Jiang, Shihui Yin, Jae-sun Seo, Mingoo Seok
This letter presents C3SRAM, an in-memory-computing SRAM macro, which utilizes analog-mixed-signal capacitive-coupling computing to perform XNOR-and-accumulate operations for binary deep neural networks. The 256 × 64 C3SRAM macro asserts all 256 rows simultaneously and equips one ADC per column, realizing fully parallel vector-matrix multiplication in one cycle. C3SRAM demonstrates 672 TOPS/W and 1638 GOPS, and achieves 98.3% accuracy for MNIST and 85.5% for CIFAR-10 dataset. It achieves 3975× smaller energy-delay product than conventional digital processors.
这封信介绍了C3SRAM,一种内存计算SRAM宏,它利用模拟混合信号电容耦合计算来执行二进制深度神经网络的xnor和累积操作。256 × 64 C3SRAM宏同时断言所有256行,每列配备一个ADC,在一个周期内实现完全并行的向量矩阵乘法。C3SRAM在MNIST和CIFAR-10数据集上的准确率分别达到了98.3%和85.5%,达到了672 TOPS/W和1638 GOPS。实现了比传统数字处理器低3975倍的能量延迟积。
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引用次数: 1
Adaptive Peak Average Current Control LED Driver for Automotive Lighting 用于汽车照明的自适应峰值平均电流控制LED驱动器
Pub Date : 2019-09-01 DOI: 10.1109/ESSCIRC.2019.8902771
P. Horský, J. Plojhar, Jiri Daniel
This letter describes a new average current control dc–dc LED driver suitable for automotive pixel (matrix) lighting. Current is sensed only on an integrated high side switch and peak current is controlled to achieve required average output current independent of tolerances of components and parameters other than the current sensing itself. Fast reaction to output voltage changes required by the pixel light operation is achieved by using a constant ripple control with an off time inversely proportional to the output voltage.
本文介绍了一种适用于汽车像素(矩阵)照明的新型平均电流控制dc-dc LED驱动器。电流仅在集成的高侧开关上检测,峰值电流被控制以达到所需的平均输出电流,而不依赖于电流传感本身以外的组件和参数的公差。通过使用与输出电压成反比的关断时间的恒定纹波控制,实现了对像素光操作所需的输出电压变化的快速反应。
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引用次数: 1
A 19-GHz Pulsed-Coherent ToF Receiver With 40-μm Precision for Laser Ranging Systems 用于激光测距系统的40 μm精度的19ghz脉冲相干ToF接收机
Pub Date : 2019-09-01 DOI: 10.1109/ESSCIRC.2019.8902597
Li-Yang Chen, C. Yang
This letter presents a pulsed-coherent time-of-flight (ToF) receiver for a laser ranging system implemented in 28-nm CMOS process. The prototype is designed at 19-GHz carrier frequency with 6.8-ns pulsed modulation. A segmented coarse-fine ToF measurement is adopted to achieve high resolution and fast acquisition. The coarse ToF is recorded by detecting the pulse’s edge whereas the fine measurement is measured by coherent detection. The proposed post-edge detection with automatic gain control loop provides better suppression of walk error from 600 to 26 ps as compared to the rising-edge detection. Also, phase-invariant variable-gain amplifiers provide a low phase error of <± 1° across gain settings with 60-dB dynamic range. This letter can, based on the timing accuracy, achieve 40-µm precision with 1-MHz sampling rate.
本文介绍了一种用于28纳米CMOS工艺激光测距系统的脉冲相干飞行时间(ToF)接收机。原型机设计在19 ghz载波频率下,采用6.8 ns脉冲调制。采用粗-精分段ToF测量,实现了高分辨率和快速采集。粗ToF是通过检测脉冲边缘来记录的,而细ToF是通过相干检测来测量的。与上升边缘检测相比,采用自动增益控制环的后边缘检测可以更好地抑制600 ~ 26ps的行走误差。此外,相位不变可变增益放大器在60db动态范围内的增益设置中提供<±1°的低相位误差。基于时序精度,该字母可以在1 mhz采样率下实现40µm精度。
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引用次数: 3
A Bidirectional Brain Computer Interface with 64-Channel Recording, Resonant Stimulation and Artifact Suppression in Standard 65nm CMOS 基于标准65nm CMOS的64通道记录、共振刺激和伪影抑制的双向脑机接口
Pub Date : 2019-09-01 DOI: 10.1109/ESSCIRC.2019.8902911
J. Uehlin, W. A. Smith, V. R. Pamula, S. Perlmutter, V. Sathe, J. Rudell
A single-chip bidirectional brain-computer interface (BBCI) enables neuromodulation through simultaneous neural recording and stimulation. This paper presents a prototype BBCI ASIC including a 64-channel time-multiplexed recording front-end, 4-channel high-voltage compliant resonant-stimulator and electronics to support concurrent multi-channel differential- and common-mode stimulus artifact cancellation. A cascaded charge pump-based stimulation driver provides +/-11V compliance using 1.2V devices. High-frequency (~3GHz), self-resonant clocking is used to reduce capacitor area while suppressing associated switching losses. A 32-tap LMS-based digital adaptive filter achieves 60-dB artifact suppression, enabling simultaneous neural stimulation and recording. The entire chip is powered by 2.5/1.2V supplies, dissipating 205µW in recording, 142µW in the cancellation back-end, and 31% DC-DC efficiency in the stimulation drivers, each with a maximum output power of 24mW. This 4mm2 neural interface chip was implemented in 65nm 1P9M LP CMOS.
单芯片双向脑机接口(BBCI)通过同时记录和刺激神经来实现神经调节。本文提出了一个BBCI ASIC原型,包括一个64通道时间复用记录前端,4通道高压兼容谐振刺激器和电子设备,以支持并发多通道差分和共模刺激伪影消除。基于级联电荷泵的刺激驱动器使用1.2V设备提供+/-11V的合规性。高频(~3GHz)自谐振时钟用于减少电容器面积,同时抑制相关的开关损耗。基于lms的32分接数字自适应滤波器实现60db伪影抑制,同时实现神经刺激和记录。整个芯片由2.5/1.2V电源供电,记录功耗为205µW,取消后端功耗为142µW,激励驱动器的DC-DC效率为31%,每个驱动器的最大输出功率为24mW。该4mm2神经接口芯片采用65nm 1P9M LP CMOS实现。
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引用次数: 3
A Capacitor Dielectric Relaxation Effect Cancellation Circuit in a 12-Bit, 1-MSps, 5.0-V SAR ADC on a 28-nm Embedded Flash Memory Microcontroller 基于28纳米嵌入式闪存微控制器的12位、1 msps、5.0 v SAR ADC电容介电松弛效应抵消电路
Pub Date : 2019-09-01 DOI: 10.1109/ESSCIRC.2019.8902769
T. Matsui, Keisaku Sento, T. Ebata, A. Ishibashi
In this letter, the influence on an analog-to-digital converter (ADC) of the dielectric relaxation effect of a metal–oxide–metal (MOM) capacitor is described, agreement of a capacitance model with simulations is shown, and a circuit for canceling the dielectric relaxation effect is proposed. When using an MOM capacitor that exhibits dielectric relaxation in an SAR-ADC for an MCU, accuracy is degraded by switching between multiple analog inputs due to the slow charge and discharge components in the capacitors. In this letter a circuit is proposed in which, by applying the same voltage stress on a local DAC at the negative side input of a comparator as on that at the positive one which samples the single-ended input and performs bit decisions, the influence of the dielectric relaxation effect is converted into common mode error and can be canceled by a differential-input comparator. This ADC is fabricated in a 28-nm embedded flash memory process, and in operation at 5 V and 1 MSps achieves an absolute accuracy error of −1.69/1.38 LSB, an INL of −0.50/0.65 LSB, and a DNL of −0.40/0.28 LSB without being affected by dielectric relaxation.
本文描述了金属-氧化物-金属(MOM)电容的介电弛豫效应对模数转换器(ADC)的影响,给出了电容模型与仿真结果的一致性,并提出了一种消除介电弛豫效应的电路。当在SAR-ADC中使用具有介电松弛特性的MOM电容器用于MCU时,由于电容器中缓慢的充电和放电组件,在多个模拟输入之间切换会降低精度。本文提出了一种电路,通过对比较器的负端输入的本地DAC施加与对单端输入采样并进行位判断的正端输入相同的电压应力,介质弛豫效应的影响被转换为共模误差,并可以被差分输入比较器抵消。该ADC采用28纳米嵌入式闪存工艺制作,在5 V和1 MSps下工作,绝对精度误差为- 1.69/1.38 LSB, INL为- 0.50/0.65 LSB, DNL为- 0.40/0.28 LSB,且不受介电弛豫的影响。
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引用次数: 1
Voltage References for the Ultra-Wide Temperature Range from 4.2K to 300K in 40-nm CMOS 40纳米CMOS超宽温度范围4.2K至300K的电压参考
Pub Date : 2019-09-01 DOI: 10.1109/ESSCIRC.2019.8902861
J. van Staveren, C. García Almudéver, Giordano Scappucci, M. Veldhorst, M. Babaie, E. Charbon, F. Sebastiano
This paper presents a family of voltage references in standard 40-nm CMOS that exploits the temperature dependence of dynamic-threshold MOS, NMOS and PMOS transistors in weak inversion to enable operation over the ultra-wide temperature range from 4.2 K to 300 K. The proposed references achieve a temperature drift below 436 ppm/K over a statistically significant number of samples after a single-point trim and a supply regulation better than 1.7 %/V from a a supply as low as 0.99 V. These results demonstrate, for the first time, the generation of PVT-independent voltages over an ultra-wide temperature range using sub-1-V nanometer CMOS circuits, thus enabling the use of the proposed references in harsh environments, such as in space and quantum-computing applications.
本文提出了一种标准40纳米CMOS中的电压参考,利用动态阈值MOS、NMOS和PMOS晶体管在弱反转中的温度依赖性,使其能够在4.2 K至300 K的超宽温度范围内工作。所提出的参考文献在单点修剪后实现了低于436 ppm/K的温度漂移,并且在低至0.99 V的电源中优于1.7% /V的电源调节。这些结果首次证明,使用低于1 v的纳米CMOS电路在超宽温度范围内产生与pvt无关的电压,从而能够在恶劣环境中使用所提出的参考,例如在空间和量子计算应用中。
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引用次数: 12
期刊
ESSCIRC 2019 - IEEE 45th European Solid State Circuits Conference (ESSCIRC)
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