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A 90 µW at 1 fps and 1.33 mW at 30 fps 120-dB Intrascene Dynamic Range 640 × 480 Stacked Image Sensor for Autonomous Vision Systems 用于自主视觉系统的级联内动态范围为 640 × 480 的堆叠式图像传感器,1 帧/秒时功耗为 90 µW,30 帧/秒时功耗为 1.33 mW,动态范围为 120 分贝
IF 2.7 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-02-27 DOI: 10.1109/LSSC.2024.3370797
Pierre-François Rüedi;Riccardo Quaglia;Hans-Rudolf Graf
We present an ultralow-power high dynamic range (DR) image sensor dedicated to autonomous vision systems, produced in a back illuminated 65 nm/40 nm stacked process and based on a time-to-digital pixel with in-pixel A/D conversion and data memory. Key to the low-power consumption is a new in-pixel comparator without dc current consumption. The 120-dB intrascene DR of the sensor, encoded on 10 bits, makes use of a logarithmic data representation. Thanks to the high intrascene DR, no adaptation to the local illumination is necessary. The sensor has a sensitivity of 6.4 V/lux/s, an FPN of 0.6%, and a temporal noise of 11 e−, with a pixel pitch of $6.3 , mu text{m}$ and a fill factor of 86%.
我们介绍了一种专用于自主视觉系统的超低功耗高动态范围(DR)图像传感器,该传感器采用背照式 65 纳米/40 纳米叠层工艺制造,基于具有像素内 A/D 转换和数据存储器的时间数字像素。低功耗的关键在于一个无直流电流消耗的新型像素内比较器。传感器的级内 DR 为 120 分贝,以 10 位编码,采用对数数据表示。由于级内 DR 高,因此无需适应局部光照。该传感器的灵敏度为 6.4 V/lux/s,FPN 为 0.6%,时间噪声为 11 e-,像素间距为 6.3 mu text{m}$,填充因子为 86%。
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引用次数: 0
An Ultrasound Receiver With Bandwidth-Enhanced Current Conveyor and Element-Level Ultrasound Transmitter for Ultrasound Imaging Systems 用于超声波成像系统的带带宽增强型电流传输器和元件级超声波发射器的超声波接收器
IF 2.7 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-02-23 DOI: 10.1109/LSSC.2024.3369605
Gichan Yun;Kyeongwon Jeong;Haidam Choi;Seunghyun Nam;Chaerin Oh;Hyunjoo Jenny Lee;Sohmyung Ha;Minkyu Je
In this letter, we present an ultrasound (US) imaging system with a low-noise US receiver (RX) and an element-level US transmitter (TX) for a capacitive micromachined ultrasonic transducer (CMUT). The proposed US RX isolates the input parasitic capacitance $(C_{P})$ from the front-end transimpedance stage by using a bandwidth-enhanced current conveyor. By reducing the effects of the $C_{P}$ , the noise and power efficiency are improved compared to the conventional current readout circuits. Also, a US TX having a class-D output stage is implemented to excite the CMUT with 30-V unipolar pulses. Fabricated in a 180-nm BCD process, the proposed US RX achieves input-referred noise of 2.0 pA/ $sqrt {textit {Hz}}$ at 7.5 MHz and a bandwidth of 18 MHz with 25-pF CMUT capacitance while consuming 3.62 mW.
在这封信中,我们介绍了一种超声波(US)成像系统,该系统带有低噪声 US 接收器(RX)和元件级 US 发射器(TX),适用于电容式微机械超声波换能器(CMUT)。拟议的 US RX 通过使用带宽增强电流传送器,将输入寄生电容 $(C_{P})$ 与前端跨阻抗级隔离开来。与传统的电流读出电路相比,通过减少 $C_{P}$ 的影响,噪声和能效都得到了改善。此外,还采用了具有 D 类输出级的 US TX,以 30 V 单极性脉冲激励 CMUT。所提出的 US RX 采用 180 纳米 BCD 工艺制造,在 7.5 MHz 频率和 18 MHz 带宽条件下,输入参考噪声为 2.0 pA/ $sqrt {textit {Hz}}$,CMUT 电容为 25 pF,功耗为 3.62 mW。
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引用次数: 0
PS-IMC: A 2385.7-TOPS/W/b Precision Scalable In-Memory Computing Macro With Bit-Parallel Inputs and Decomposable Weights for DNNs PS-IMC:针对 DNN 的具有位并行输入和可分解权重的 2385.7-TOPS/W/b 精度可扩展内存计算宏
IF 2.7 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-02-23 DOI: 10.1109/LSSC.2024.3369058
Amitesh Sridharan;Jyotishman Saikia;Anupreetham;Fan Zhang;Jae-Sun Seo;Deliang Fan
We present a fully digital multiply and accumulate (MAC) in-memory computing (IMC) macro demonstrating one of the fastest flexible precision integer-based MACs to date. The design boasts a new bit-parallel architecture enabled by a 10T bit-cell capable of four AND operations and a decomposed precision data flow that decreases the number of shift–accumulate operations, bringing down the overall adder hardware cost by $1.57times $ while maintaining 100% utilization for all supported precision. It also employs a carry save adder tree that saves 21% of adder hardware. The 28-nm prototype chip achieves a speed-up of $2.6times $ , $10.8times $ , $2.42times $ , and $3.22times $ over prior SoTA in 1bW:1bI, 1bW:4bI, 4bW:4bI, and 8bW:8bI MACs, respectively.
我们展示了一个全数字乘法累加(MAC)内存计算(IMC)宏,它是迄今为止速度最快的灵活精度整数 MAC 之一。该设计采用了全新的位并行架构,该架构由一个能够进行四次 AND 运算的 10T 位元组和一个分解精度数据流实现,该数据流减少了移位累加运算的次数,从而将总体加法器硬件成本降低了 1.57 美元/次,同时保持了所有支持精度的 100% 利用率。它还采用了节省进位的加法器树,节省了 21% 的加法器硬件。在1bW:1bI、1bW:4bI、4bW:4bI和8bW:8bI MAC中,28纳米原型芯片的速度比先前的SoTA分别提高了2.6美元、10.8美元、2.42美元和3.22美元。
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引用次数: 0
Sustainable Status Monitoring of MOSFETs in a Fully Integrated RF Amplifier by Thermal Voltage Sensing of On-Chip Thermopile 通过片上热电堆的热电压传感实现全集成射频放大器中 MOSFET 的可持续状态监控
IF 2.7 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-02-22 DOI: 10.1109/LSSC.2024.3368634
Jian-Hua Li;Xiaoping Liao
In this letter, a sustainable status monitoring of MOSFETs in a fully integrated two stage RF amplifier by thermal voltage sensing of on-chip thermopile is implemented in 0.18- $mu text{m}$ CMOS technology. The designed micro-thermopile consists of many thermocouples electrically connected in series by Al and P-type polysilicon, which are carefully arranged around the metal-oxide-semiconductor field-effect transistors (MOSFETs). A noteworthy attribute of variations-aware thermopiles, which exhibits an exceptionally close physical proximity to the MOSFETs, is their nonintrusive nature, indicating that they lack electrical connectivity to transistors. During normal operation of the RF amplifier, the dynamic range of its input power spans from −20 to 0 dBm. Experimental measurements on the MOSFETs employed in the first and second power amplification stages are observed to lie within the range of 0.226 to 0.264 and 0.275 to 0.3 mV at 5.4 GHz, respectively. This result demonstrates the capability of integrated on-chip micro-thermopiles to enable continuous monitoring of the operational status of MOSFETs. In comparison to conventional status monitoring approaches, the advantage of this integrated design lies in its elimination of the requirement for supplementary sensors or devices, thereby presenting a significant economic benefit as a low-cost, sustainable monitoring solution in a fully integrated CMOS RF amplifier.
在这封信中,我们采用 0.18- $mu text{m}$ CMOS 技术,通过片上热电堆的热电压感应实现了对全集成两级射频放大器中 MOSFET 的可持续状态监控。所设计的微型热电堆由许多通过铝和 P 型多晶硅串联的热电偶组成,这些热电偶被精心布置在金属氧化物半导体场效应晶体管(MOSFET)周围。变化感知热电堆与 MOSFET 的物理距离非常近,值得注意的是它们的非侵入性,这表明它们与晶体管之间没有电气连接。在射频放大器正常工作期间,其输入功率的动态范围为 -20 至 0 dBm。对第一和第二功率放大级采用的 MOSFET 的实验测量结果表明,在 5.4 GHz 频率下,MOSFET 的电压范围分别为 0.226 至 0.264 mV 和 0.275 至 0.3 mV。这一结果表明,集成片上微型热电堆能够持续监测 MOSFET 的工作状态。与传统的状态监测方法相比,这种集成设计的优势在于无需使用辅助传感器或器件,从而在完全集成的 CMOS 射频放大器中提供了一种低成本、可持续的监测解决方案,具有显著的经济效益。
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引用次数: 0
OCCAM: An Error Oblivious CAM OCCAM:忽略错误的 CAM
IF 2.7 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-02-06 DOI: 10.1109/LSSC.2024.3362891
Yuval Harary;Paz Snapir;Eyal Reshef;Esteban Garzón;Leonid Yavits
Content addressable memories (CAMs) are widely used in many applications in general purpose computer microarchitecture, networking and domain-specific hardware accelerators. In addition to storing and reading data, CAMs enable simultaneous compare of query datawords with the entire memory content. Similar to SRAM and DRAM, CAMs are prone to errors and faults. While error correcting codes (ECCs) are widely used in DRAM and SRAM, they are not directly applicable in CAM: if a dataword that is supposed to match a query altered due to an error, it will falsely mismatch even if it is ECC-encoded. We propose OCCAM, an error oblivious CAM, which combines ECC and approximate search (matching) to allow tolerating a large and dynamically configurable number of errors. We manufactured the OCCAM silicon prototype using 65-nm commercial process and verified its error tolerance capabilities through silicon measurements. OCCAM tolerates 11% error rate (7 bit errors in each 64-bit memory row) with 100% sensitivity and specificity.
内容可寻址存储器(CAM)广泛应用于通用计算机微体系结构、网络和特定领域硬件加速器的许多应用中。除了存储和读取数据外,CAM 还能同时将查询数据字与整个存储器内容进行比较。与 SRAM 和 DRAM 类似,CAM 也容易出现错误和故障。虽然纠错码 (ECC) 广泛应用于 DRAM 和 SRAM,但并不能直接用于 CAM:如果与查询匹配的数据字因错误而发生变化,即使经过 ECC 编码,也会出现错误的不匹配。我们提出的 OCCAM 是一种忽略错误的 CAM,它结合了 ECC 和近似搜索(匹配),允许容忍大量可动态配置的错误。我们采用 65 纳米商用工艺制造了 OCCAM 硅原型,并通过硅测量验证了其容错能力。OCCAM 可容忍 11% 的错误率(每行 64 位内存中 7 位错误),灵敏度和特异性均为 100% 。
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引用次数: 0
A Low-Power Highly Reconfigurable Analog FIR Filter With 11-Bit Charge-Domain DAC for Narrowband Receivers 用于窄带接收机的带 11 位电荷域 DAC 的低功耗、高可重构模拟 FIR 滤波器
IF 2.7 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-02-01 DOI: 10.1109/LSSC.2024.3361380
Chien-Wei Tseng;Zhen Feng;Zichen Fan;Hyochan An;Yunfan Wang;Hun-Seok Kim;David Blaauw
An innovative, highly reconfigurable charge-domain analog finite-impulse-response (AFIR) filter for high-channel selectivity receivers is presented. This filter demonstrates excellent reconfigurability to different bandwidths and desired stopband rejection and realizes the coefficients in the charge-domain with time-varying pulse widths controlling the on-time of the transconductor. The charge-domain finite impulse response (FIR) principle is derived step by step in this letter. The proposed filter, manufactured in 28-nm CMOS process, occupies a compact area of 0.05 mm 2, and its bandwidth can be reconfigured from 0.37 to 4.6 MHz. The filter can achieve −70-dB stopband rejection with a sharp transition ( $-f_{-60 {mathrm {dB}}}^{/f}-3~ {mathrm {dB}},,=$ 4.5) and low-power consumption of 0.356 mW.
本文介绍了一种用于高信道选择性接收机的创新型、高度可重构的电荷域模拟有限脉冲响应(AFIR)滤波器。该滤波器具有出色的可重构性,可适应不同的带宽和所需的阻带抑制,并通过控制跨导的导通时间的时变脉冲宽度实现电荷域系数。电荷域有限脉冲响应(FIR)原理是在这封信中逐步推导出来的。所提出的滤波器采用 28 纳米 CMOS 工艺制造,占地面积仅为 0.05 mm 2,带宽可在 0.37 至 4.6 MHz 之间重新配置。该滤波器可以实现-70-dB的阻带抑制,过渡尖锐($-f_{-60 {mathrm {dB}}^{/f}-3~ {mathrm {dB}},,=$ 4.5),功耗低至0.356 mW。
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引用次数: 0
A Dynamic Power-Only Compute-in-Memory Macro With Power-of-Two Nonlinear SAR ADC for Nonvolatile Ferroelectric Capacitive Crossbar Array 针对非易失性铁电电容式交叉排列的动态只需电源的内存计算宏程序与两功率非线性 SAR ADC
IF 2.7 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-02-01 DOI: 10.1109/LSSC.2024.3361011
Injune Yeo;Wangxin He;Yuan-Chun Luo;Shimeng Yu;Jae-Sun Seo
Analog computing-in-memory (CIM) using emerging resistive nonvolatile memory (NVM) technologies faces challenges, such as static power consumption, current flow-induced IR drop, and the need for multiple power-hungry ADCs. In this letter, we present ferroelectric capacitive array (FCA)-based energy/area-efficient CIM macro used for charge-domain multiply-and-accumulate operations, which addresses the challenges of resistive NVM CIMs. The proposed CIM macro involves encoding ternary input activations and weights into voltages, and enabling parasitic insensitive charge readout. A power-of-two nonlinear SAR ADC is introduced, designed for energy-efficiency and hardware-friendliness. This ADC employs adaptive conversion skipping based on input voltage, resulting in fine precision for concentrated input levels and coarse conversion for sparse input levels. The proposed FCA-based CIM macro in 180-nm CMOS demonstrates $16times 8$ analog MAC operation with an energy efficiency of 1.75 TOPS/W and classification accuracy of 90.2% is obtained for the CIFAR-10 dataset.
使用新兴电阻式非易失性存储器 (NVM) 技术的模拟内存计算 (CIM) 面临着各种挑战,例如静态功耗、电流引起的 IR 下降以及需要多个功耗高的 ADC。在这封信中,我们提出了基于铁电电容阵列 (FCA) 的高能效/高面积效率 CIM 宏,用于电荷域乘法累加操作,从而解决了电阻式非易失性存储器 CIM 所面临的挑战。所提出的 CIM 宏包括将三元输入激活和权重编码为电压,并实现寄生不敏感电荷读出。介绍了一种两功率非线性 SAR ADC,其设计旨在实现高能效和硬件友好性。该模数转换器采用基于输入电压的自适应转换跳转,从而实现了集中输入电平的高精度和稀疏输入电平的粗转换。所提出的基于 FCA 的 CIM 宏采用 180-nm CMOS 工艺,在 CIFAR-10 数据集上实现了 $16/times 8$ 模拟 MAC 操作,能效为 1.75 TOPS/W,分类精度为 90.2%。
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引用次数: 0
A Low-Depth-Noise Indirect Time-of-Flight CMOS Image Sensor With Tap-Rotating Technique for Extended Range and Enhanced Imaging Quality 采用分接旋转技术的低深度噪声间接飞行时间 CMOS 图像传感器,可扩展成像范围并提高成像质量
IF 2.7 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-01-30 DOI: 10.1109/LSSC.2024.3360243
Fei Wang;Siyu Huang;Zhigang Wu;Cheng Ma;Xinyang Wang;Zeyu Cai
An indirect time-of-flight (iToF) CMOS image sensor (CIS) has been designed with 65-nm pixel-level stacked backside-illuminated (BSI) CIS technology. By using an adaptable tap for ambient light detection, the sensor achieves a good balance between the depth noise and the detection range. The residual error caused by the mismatch among different taps is further reduced by a dedicated tap-rotating technique. It also features a multimachine interference suppression (MMIS) technique to further improve imaging quality. The sensor achieves a 0.29% depth noise over a 7-m detection range and 68-dB dynamic range with tap-rotating technique, while consuming only 80 mW of power.
采用 65 纳米像素级堆叠背照式(BSI)CIS 技术设计了一种间接飞行时间(iToF)CMOS 图像传感器(CIS)。通过使用一个用于环境光检测的自适应分路器,该传感器在深度噪声和检测范围之间实现了良好的平衡。通过专门的分接旋转技术,进一步减少了不同分接之间不匹配造成的残余误差。它还采用了多机器干扰抑制(MMIS)技术,进一步提高了成像质量。该传感器在 7 米的探测范围内实现了 0.29% 的深度噪声,采用分接旋转技术实现了 68 分贝的动态范围,而功耗仅为 80 毫瓦。
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引用次数: 0
Miniaturized Stepped Impedance Transmission Lines for D-Band Wideband Power Divider With Isolation Capacitor 用于带隔离电容器 D 波段宽带功率分配器的小型化阶跃阻抗传输线
IF 2.7 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-01-29 DOI: 10.1109/LSSC.2024.3359315
Seonjeong Park;Songcheol Hong
In this letter, a broadband Wilkinson power divider (WPD) with small size and low loss using round-shaped stepped impedance transmission lines (RS-SITLs) is proposed in both differential and single-ended structures. Miniaturization was achieved through the SITLs with an electrical length smaller than 90°. The insufficient length for odd-mode matching is addressed by introducing an isolation capacitor. Physical parameters are determined considering feasible characteristic impedances through respective mode analyses. Chips are fabricated using a 40-nm RF CMOS process, resulting in a 25% reduction in area compared to the conventional WPD with a $boldsymbol{lambda }$ /4 transmission line, with a core size as small as $0.002~lambda ^{2}$ . In the 110–170-GHz band, the proposed single-ended and differential SITL WPDs, respectively, have low-insertion losses (ILs) of 0.91 and 0.69 dB and high isolations (ISOs) of 14.7 and 15.3 dB.
在这封信中,我们提出了一种宽带威尔金森功率分配器(WPD),它采用圆型阶梯阻抗传输线(RS-SITL),具有差分和单端结构,体积小、损耗低。通过电气长度小于 90° 的 SITL 实现了小型化。通过引入隔离电容器,解决了奇模匹配长度不足的问题。物理参数是通过各自的模式分析,考虑可行的特性阻抗后确定的。芯片采用 40 纳米射频 CMOS 工艺制造,与采用 $boldsymbol{lambda }$ /4 传输线的传统 WPD 相比,面积减少了 25%,内核尺寸小至 0.在 110-170 GHz 频段,所提出的单端和差分 SITL WPD 的插入损耗(IL)分别为 0.91 和 0.69 dB,隔离度(ISO)分别为 14.7 和 15.3 dB。
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引用次数: 0
A Bootstrapped 250-nm GaN MMIC N-Path Filter With a 31 dBm In-Band P1dB 带内 P1dB 为 31 dBm 的自举式 250-nm GaN MMIC N-Path 滤波器
IF 2.7 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-01-24 DOI: 10.1109/LSSC.2024.3358083
Netanel Desta;Emanuel Cohen
This work presents a second-order parallel N-path bandpass filter implemented in 250-nm depletion-mode GaN process leveraging an integrated baseband bootstrapping technique for high-in-band linearity performance. The bootstrap circuit improves in-band compression by 20 dB by preventing the opening of the gate parasitic diode of the GaN switch. The filter achieves in-band P1dB of 31 dBm for a 26-MHz bandwidth around 1-GHz center frequency along with 2-dB insertion loss between 0.3-1.8 GHz with an out-of-band rejection of 16 dB. The chip occupies an area of 9.2 mm2 and consumes 4.9 Watt.
这项研究提出了一种二阶并行 N 路径带通滤波器,它采用 250 纳米耗尽型氮化镓工艺,利用集成基带自举技术实现了高带内线性度性能。自举电路通过防止 GaN 开关的栅寄生二极管打开,将带内压缩率提高了 20 dB。该滤波器在 1 GHz 中心频率附近的 26 MHz 带宽内实现了 31 dBm 的带内 P1dB,在 0.3-1.8 GHz 之间的插入损耗为 2 dB,带外抑制为 16 dB。芯片占地面积为 9.2 平方毫米,功耗为 4.9 瓦。
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引用次数: 0
期刊
IEEE Solid-State Circuits Letters
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