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A 28-nm Static-Power-Free Fully Parallel RRAM-Based TD CIM Macro With 1982 TOPS/W/Bit for Edge Applications 用于边缘应用的28nm无静电全并行rram TD CIM微型机,具有1982 TOPS/W/Bit
IF 2.2 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-12-19 DOI: 10.1109/LSSC.2024.3520593
Songtao Wei;Peng Yao;Xinying Guo;Dong Wu;Lu Jie;Qi Qin;Bin Gao;Jianshi Tang;He Qian;Sining Pan;Huaqiang Wu
Analog computing in memory (CIM) based on resistive nonvolatile memory (NVM) has encountered several issues, such as low parallelism, low computing accuracy, and considerable power consumption. In this letter, a temporal unit based on design technology co-optimization (DTCO) for resistive random access memory is proposed for the first time, with the advantage of eliminating dc current and reducing the deviation of mapped weight. A time-domain (TD) array based on the proposed temporal unit features performing fully parallel matrix-vector multiplication (MVM) in a static-power-free manner, without the consideration of IR drop and limited sensing margin (SM). Besides, a low-power time-digital converter (TDC) with local offset elimination further boosts energy efficiency (EF) and computing accuracy. The fabricated 28-nm TD CIM macro achieves a state-of-the-art normalized EF of 1982 and 1387 TOPS/W/bit under 1b-input, ternary-weight and 4b-input, signed 4b-weight, respectively.
基于电阻性非易失性存储器(NVM)的内存模拟计算(CIM)遇到了几个问题,例如低并行性、低计算精度和相当大的功耗。本文首次提出了一种基于设计技术协同优化(DTCO)的时间单元电阻随机存取存储器,具有消除直流电流和减小映射权值偏差的优点。基于时间单元的时域(TD)阵列以静态无功率方式执行完全并行矩阵向量乘法(MVM),而不考虑红外下降和有限感知裕度(SM)。此外,采用局部偏移消除的低功耗时数转换器进一步提高了能效和计算精度。制备的28纳米TD CIM宏分别在1b输入、三元输入和4b输入下实现了1982和1387 TOPS/W/bit的归一化EF。
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引用次数: 0
Ultrasensitive Reset-Less Integrator-Based PIN-Diode Receiver With Input Current Control 基于输入电流控制的超灵敏无复位积分器PIN-Diode接收器
IF 2.2 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-12-19 DOI: 10.1109/LSSC.2024.3520338
Christoph Gasser;Christoph Ribisch;Simon Michael Laube;Kerstin Schneider-Hornstein;Horst Zimmermann
This work presents a novel ultrasensitive integrator-based optical frontend that eliminates the need for a reset network to stabilize the operating point. The proposed method introduces a current source at the input node that compensates the average photocurrent. Eliminating the reset phase for the integrator results in better data rate scalability and PVT robustness without the need for correlated double sampling. The full-custom designed PIN-diode receiver was fabricated in 0.35 $mu $ m CMOS and characterized. Using a Manchester encoded PRBS15 bit stream, the best sample achieved a sensitivity of $mathbf {-52.93}$ dBm at a wavelength of 642nm, an effective data rate of 50Mb/s and a bit error ratio of $mathbf {2cdot 10^{-3}}$ . This results in a distance of 20.75 dB to the quantum limit.
这项研究提出了一种基于积分器的新型超灵敏光学前端,无需使用复位网络来稳定工作点。该方法在输入节点引入了一个电流源,用于补偿平均光电流。消除了积分器的复位阶段,从而实现了更好的数据速率可扩展性和 PVT 稳健性,而无需相关的双重采样。全定制设计的 PIN 二极管接收器采用 0.35 英寸 CMOS 制造,并进行了表征。使用曼彻斯特编码的 PRBS15 比特流,在波长为 642nm 时,最佳采样的灵敏度为 $mathbf {-52.93}$ dBm,有效数据速率为 50Mb/s,误码率为 $mathbf {2cdot 10^{-3}}$ 。这使得量子极限距离为 20.75 dB。
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引用次数: 0
Enhancing AI Acceleration: A Calibration-Free, PVT-Robust Analog Compute-in-Memory Macro With Activation Functions 增强AI加速:具有激活函数的免校准,pvt鲁棒模拟内存中计算宏
IF 2.2 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-12-04 DOI: 10.1109/LSSC.2024.3510679
Hechen Wang;Renzhi Liu;Richard Dorrance;Deepak Dasalukunte;Niranjan Mylarappa Gowda;Brent Carlton
Most analog compute-in-memory (ACiM) works only focus on the multiple–accumulate (MAC) operation while neglecting the activation function (AF) in the digital domain. The frequent data conversion greatly reduces the benefits obtained by analog computing. This letter proposes an efficient 8-bit in-memory MAC with hybrid capacitor ladders. Then, a sparsity-aware R-2R DAC and an embedded SAR-ADC that reuses the capacitor ladders in the MAC are introduced to reduce the conversion overhead. Two on-chip AF schemes are included to further improve efficiency. Finally, differential signal path offers first-order PVT cancellation that improves computing accuracy and reduces the need for calibration.
大多数模拟内存计算(ACiM)只关注多重累积(MAC)操作,而忽略了数字域的激活函数(AF)。频繁的数据转换大大降低了模拟计算的效益。这封信提出了一个高效的8位内存MAC与混合电容梯子。然后,引入了稀疏感知的R-2R DAC和重用MAC中的电容阶梯的嵌入式SAR-ADC,以减少转换开销。包括两种片上AF方案,以进一步提高效率。最后,差分信号路径提供了一阶PVT抵消,提高了计算精度,减少了校准的需要。
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引用次数: 0
A 10-Gb/s Optical Receiver With Monolithically Integrated PIN Photodiode, Novel AGC, and Sensitivity of –27.1 dBm for BER 10-3 基于单片集成PIN光电二极管的10gb /s光接收机,新型AGC,误码率为-27.1 dBm
IF 2.2 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-12-04 DOI: 10.1109/LSSC.2024.3511582
Wenyu Zhou;Larry Tarof;Rony E. Amaya
A monolithically integrated optical receiver in InP for 10-Gb/s intensity modulation direct detect (IMDD) application is presented. The sensitivity at the bit error rate (BER) $rm 10^{-3}$ is measured to be –27.1 dBm. An integrated PIN diode photodetector (PD) minimizes the parasitics caused by wire bonds between the PD and the transimpedance amplifier (TIA). For the first time, electronics and photonics are monolithically integrated into a single InP IC. The avalanche photodetector (APD) is replaced with PIN PD, exhibiting comparable sensitivity and requiring a simple 3.3-V supply voltage. A single transistor voltage-to-current convertor between two cascaded TIAs performs automatic gain control (AGC). A total dynamic gain control of 9 dB has been demonstrated with a dynamic range of more than 17 dB, employing only four transistors and dissipating 8.5 mW. Improved gain peaking extends the operating bandwidth and makes it suitable for higher-speed applications. The power supply rejection ratio (PSRR) exceeds 24 dB without needing on-chip bandgap references.
提出了一种用于10gb /s强度调制直接检测(IMDD)的InP单片集成光接收机。在误码率$rm 10^{-3}$处测得灵敏度为-27.1 dBm。集成PIN二极管光电检测器(PD)最大限度地减少了由PD和跨阻放大器(TIA)之间的导线键引起的寄生。电子学和光子学首次被单片集成到单个InP IC中。雪崩光电探测器(APD)被PIN PD取代,具有相当的灵敏度,并且只需要简单的3.3 v供电电压。两个级联TIAs之间的单晶体管电压-电流转换器执行自动增益控制(AGC)。总动态增益控制为9db,动态范围超过17db,仅使用4个晶体管,功耗为8.5 mW。改进的增益峰值扩展了操作带宽,使其适用于更高速度的应用。在不需要片上带隙参考的情况下,电源抑制比(PSRR)超过24 dB。
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引用次数: 0
A 15.4-ppm/°C GaN-Based Voltage Reference With Process-Variation-Immunity and High PSR for Electric Vehicle Power Systems 一种15.4 ppm/°C、过程抗扰度和高PSR的基于gan的电动汽车电源基准电压
IF 2.2 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-12-02 DOI: 10.1109/LSSC.2024.3510597
Po-Jui Chiu;Chi-Yu Chen;Xiao-Quan Wu;Yu-Ting Huang;Tz-Wun Wang;Sheng-Hsi Hung;Ke-Horng Chen;Kuo-Lin Zheng;Chih-Chen Li
The proposed gallium nitride (GaN)-based voltage reference ( $V_{mathrm { REF}}$ ) generator has a low temperature coefficient (TC) of 15.4 ppm/°C, small $V_{mathrm { REF}}$ deviation at different process corners (standard deviation of 0.22%), line sensitivity as low as 0.0023%/V, and high power supply rejection (PSR) of −187 and −114 dB at 100 Hz and 50 MHz, respectively. The proportional-to-absolute-temperature (PTAT) gate current for enhancement-mode GaN (eGaN) optimizes TC. Eliminating depletion-mode GaN (dGaN) gate leakage and using multiple stacked composite dGaNs can improve line regulation and PSR. All performance is achieved with a low power consumption of $10.9~mu $ W.
所提出的基于氮化镓(GaN)的参考电压发生器($V_{ maththrm {REF}}$)具有15.4 ppm/°C的低温系数(TC),在不同工艺角的$V_{ maththrm {REF}}$偏差较小(标准差为0.22%),线路灵敏度低至0.0023%/V,在100 Hz和50 MHz时电源抑制(PSR)分别为- 187和- 114 dB。增强模式GaN (eGaN)的比例-绝对温度(PTAT)栅极电流优化了TC。消除耗尽型GaN (dGaN)栅极泄漏和使用多个堆叠的复合dGaN可以改善线路调节和PSR。所有的性能都是在低功耗10.9~mu $ W的情况下实现的。
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引用次数: 0
An 828-μW 100.9-dB SNDR 20-kHz BW Zoom-Linear-Exponential Incremental ADC With Split Positive Feedback and Duty-Cycle Amplifier 一种828 μ w、100.9 db SNDR、20 khz BW、分路正反馈和占空比放大器的变焦线性指数增量ADC
IF 2.2 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-12-02 DOI: 10.1109/LSSC.2024.3510423
Lairong Fang;Shuwen Zhang;Xiaoyang Zeng;Zhiliang Hong;Jiawei Xu
This letter presents a hybrid, three-step zoom-linear-exponential incremental analog-to-digital converter (ZLE-IADC) for audio applications. The zoom-SAR in the first step provides coarse signal quantization and relaxes the accuracy requirements of subsequent conversions. The second step utilizes a single-loop, first-order delta–sigma modulator ( $Delta Sigma $ M). In the third step, the $Delta Sigma $ M is reconfigured as an exponential counting loop with split positive feedback (SPF). The SPF isolates the loop integrator from the residue sampling network, thereby improving the settling time of the residue amplifier (RA) under the transient switching of linear-exponential loads. Besides, a duty-cycle RA further reduces its average power from 48.4% to 6.1% of the IADC. Last, the zoom-SAR in the first step is reconfigured as a gain-embedded quantizer (GEQ) in the third step, optimizing the hardware cost. Fabricated in a standard 180-nm CMOS technology, the proposed IADC achieves a dynamic range (DR) of 103.9 dB and a signal-to-noise-and-distortion ratio (SNDR) of 100.9 dB, which corresponds to a state-of-the-art Schreier ${mathrm { FoM}}_{mathrm { S,{mathrm {DR}}}}$ of 177.7 dB.
本文介绍了一种用于音频应用的混合三步变焦线性指数增量模数转换器(ZLE-IADC)。第一步的变焦sar提供了粗信号量化,放宽了后续转换的精度要求。第二步采用单回路一阶delta-sigma调制器($Delta Sigma $ M)。在第三步中,$Delta Sigma $ M被重新配置为具有分裂正反馈(SPF)的指数计数环路。SPF隔离环路积分器和残差采样网络,从而提高了残差放大器(RA)在线性指数负载瞬态切换下的稳定时间。此外,占空比RA进一步降低了其平均功率48.4% to 6.1% of the IADC. Last, the zoom-SAR in the first step is reconfigured as a gain-embedded quantizer (GEQ) in the third step, optimizing the hardware cost. Fabricated in a standard 180-nm CMOS technology, the proposed IADC achieves a dynamic range (DR) of 103.9 dB and a signal-to-noise-and-distortion ratio (SNDR) of 100.9 dB, which corresponds to a state-of-the-art Schreier ${mathrm { FoM}}_{mathrm { S,{mathrm {DR}}}}$ of 177.7 dB.
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引用次数: 0
A 0.41-ns CLK-OUT Delay, 0.22-μVrms Input-Referred Noise CMOS Integration Dynamic Comparator With Flipping Capacitor for Charge Reuse 0.41-ns CLK-OUT 延迟、0.22-μVrms 输入延迟噪声 CMOS 集成动态比较器,带翻转电容器,可重复使用电荷
IF 2.2 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-12-02 DOI: 10.1109/LSSC.2024.3510389
Kwok Cheong Li;Xinhang Xu;Jihang Gao;Siyuan Ye;Jiajia Cui;Yacong Zhang;Ru Huang;Linxiao Shen
A high-speed and power-efficient CMOS integration dynamic comparator is presented. Low-input-referred noise is accomplished by CMOS integration. To achieve low-power consumption, a charge-reusing scheme by flipping the flying capacitors across the pMOS/nMOS integration nodes is introduced. The 22-nm prototype achieves a 0.22- $mu $ Vrms input-referred noise with an energy consumption of 227-fJ per conversion, which is improved by $2times $ compared with the StrongARM counterpart in the same process. Furthermore, with the latch stage embedded, the achieved 0.41-ns CLK-OUT delay shows an over $20times $ improvement compared with the existing works with CMOS integration.
提出了一种高速、低功耗的CMOS集成动态比较器。低输入参考噪声是通过CMOS集成实现的。为了实现低功耗,提出了一种通过在pMOS/nMOS集成节点上翻转飞行电容器来实现电荷再利用的方案。22nm原型实现了0.22- $mu $ Vrms的输入参考噪声,每次转换能耗为227-fJ,与相同工艺的StrongARM对应产品相比,提高了$2 $。此外,嵌入锁存器后,实现的0.41 ns CLK-OUT延迟比现有CMOS集成工作提高了20多倍。
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引用次数: 0
A Reconfigurable, Multichannel Quantized-Analog Transmitter With <-35 dB EVM and <-51 dBc ACLR in 22-nm FDSOI 22纳米FDSOI中EVM <-35 dB、ACLR <-51 dBc的可重构多通道量化模拟发射机
IF 2.2 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-11-29 DOI: 10.1109/LSSC.2024.3509378
John Zhong;Konstantinos Vasilakopoulos;Antonio Liscidini
This letter presents a multichannel quantized analog transmitter to maintain the spectral purity of the analog systems while offering radio-frequency digital-to-analog converter flexibility. Consuming 275 mW power, it achieves an EVM of better than −35 dB with an ACLR1/2 of −51/−54 dBc for a 15 MHz 64-QAM signal at 9.4-dBm output power.
这封信提出了一个多通道量化模拟发射机,以保持模拟系统的频谱纯度,同时提供射频数模转换器的灵活性。功耗为275 mW,对于输出功率为9.4 dbm的15mhz 64-QAM信号,其EVM优于−35 dB, ACLR1/2为−51/−54 dBc。
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引用次数: 0
A Two-Story Quad-Core Dual-Mode VCO in 65-nm CMOS 65纳米CMOS的两层四核双模VCO
IF 2.2 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-11-27 DOI: 10.1109/LSSC.2024.3506672
Pingda Guan;Haikun Jia;Wei Deng;Ruichang Ma;Huabing Liao;Teerachot Siriburanon;Robert Bogdan Staszewski;Zhihua Wang;Baoyong Chi
To simultaneously advance phase noise (PN) performance at a wide frequency-tuning range (FTR) while using the standard supply levels, this letter proposes a multistory multicore multimode oscillator topology based on the following ideas: 1) the N number of cores reduces the PN by $10 log (N)$ dB, and the circular geometry of inductors promotes their high-quality $(Q)$ -factors and compact layout; 2) the multiple stacked cores exploiting current reuse improve the figure of merit (FoM) using an nMOS-only oscillator configuration under a standard supply; and 3) the multiple modes expand the FTR by leveraging the interstory coupling with all oscillator cores turned on simultaneously, only occupying a single resonator’s footprint. A two-story quad-core dual-mode voltage-controlled oscillator (VCO) prototype is fabricated in 65-nm CMOS. Using a standard 1.2-V supply, it achieves PN of −111.3 to −106.2 dBc/Hz at 1-MHz offset over a 25.0–35.9-GHz FTR (35.8%), a 186.5–189.1-dBc/Hz FoM, and a 197.6–200.2-dBc/Hz $rm {FoM}_{T}$ (i.e., FoM with normalized FTR).
为了在使用标准电源电平的同时提高宽频率调谐范围(FTR)下的相位噪声(PN)性能,本文提出了基于以下思想的多层多核多模振荡器拓扑结构:1)N个核心数将PN降低了$10 log (N)$ dB,并且电感器的圆形几何形状促进了其高质量的$(Q)$因子和紧凑的布局;2)利用电流重用的多个堆叠核心在标准电源下使用仅nmos振荡器配置提高了性能因数(FoM);3)多模式通过利用所有振荡器核心同时打开的层间耦合来扩展FTR,仅占用单个谐振器的占地面积。采用65纳米CMOS工艺制作了两层四核双模压控振荡器(VCO)原型。使用标准的1.2 v电源,在1 mhz偏移量下,它在25.0 - 35.9 ghz FTR(35.8%)、186.5 - 189.1 dBc/Hz FoM和197.6 - 200.2 dBc/Hz $rm {FoM}_{T}$(即具有归一化FTR的FoM)上实现了- 111.3至- 106.2 dBc/Hz的PN。
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引用次数: 0
An Adaptive Subharmonic Pulse Injection Crystal Oscillator Achieving —40 ∘C to 125 ∘C Operation 一种自适应亚谐波脉冲注入晶体振荡器,可在-40°C到125°C下工作
IF 2.2 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-11-21 DOI: 10.1109/LSSC.2024.3503615
Yingjie Zhu;Yiqing Lan;Humiao Li;Haoran Lyu;Zhen Kong;Jian Zhao;Yida Li;Guoxing Wang;Jiamin Li;Longyang Lin
Subharmonic pulse injection crystal oscillators enable sub-nW operation with less frequent energy injection at oscillation peaks and valleys. However, this poses stringent requirements on the injection accuracy, which affects operation power, jitter, and reliability. To ensure accurate valley and peak injection across a wide temperature at minimum overhead, this work proposes the zero-voltage detection (ZVD)-based closed-loop timing adaptation, unbalanced differential injection and oscillation DC stabilizing techniques for a single-supply 16th subharmonic pulse-injection-based crystal oscillator (XO). Fabricated in 22-nm FDSOI, the IC enables operation across the widest reported temperature range from $-40~^{circ }$ C to $125~^{circ }$ C, and achieves a 11 ppb Allan deviation floor while consuming 0.72 nW and 0.006 mm2.
亚谐波脉冲注入晶体振荡器在振荡峰值和振荡谷的能量注入频率较低,可实现亚西北向工作。然而,这对喷射精度提出了严格的要求,影响了操作功率、抖动和可靠性。为了确保在最小开销下在宽温度下精确的谷峰注入,本工作提出了基于零电压检测(ZVD)的闭环时序自适应、不平衡差分注入和振荡直流稳定技术,用于单电源16次谐波脉冲注入晶体振荡器(XO)。该IC采用22nm FDSOI制造,可在-40~^{circ}$ C至125~^{circ}$ C的最宽温度范围内工作,并在消耗0.72 nW和0.006 mm2的情况下实现11 ppb Allan偏差下限。
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引用次数: 0
期刊
IEEE Solid-State Circuits Letters
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