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2021 Symposium on VLSI Circuits最新文献

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A 1024-Channel Simultaneous Recording Neural SoC with Stimulation and Real-Time Spike Detection 具有刺激和实时尖峰检测的1024通道同步记录神经SoC
Pub Date : 2021-06-13 DOI: 10.23919/VLSICircuits52068.2021.9492480
Do-Yeon Yoon, Sonal Pinto, SungWon Chung, P. Merolla, Thong-Wei Koh, D. Seo
A fully implantable brain-machine interface (BMI) targeting clinical applications has stringent size and power requirements. In this paper we present a 5×4mm2 neural system-on-chip (SoC) capable of recording and stimulating from 1024 implanted electrodes via a serial digital link. The design has on-chip configurable spike detection that can reduce off-chip bandwidth by 1250×. With fully integrated power management circuitry with power-on-reset and brown-out detection, our design consumes 24.7mW total power consumption, making it the lowest-power, highest-density AC-coupled neural SoC reported for recording both local field potential (LFP) and action potential (AP) with a 5Hz-10kHz bandwidth.
针对临床应用的完全植入式脑机接口(BMI)具有严格的尺寸和功率要求。在本文中,我们提出了一个5×4mm2神经系统芯片(SoC),能够通过串行数字链路记录和刺激1024个植入电极。该设计具有片上可配置的尖峰检测,可将片外带宽减少1250倍。我们的设计采用完全集成的电源管理电路,具有开机复位和断电检测功能,总功耗为24.7mW,是目前报道的用于记录5Hz-10kHz带宽的局部场电位(LFP)和动作电位(AP)的功耗最低、密度最高的交流耦合神经系统芯片。
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引用次数: 22
A Single-Supply Single-Core Inverse Class-D Digital Power Amplifier with Enhanced Power Back-Off Efficiency Adopting Output Power Scaling Technique 采用输出功率标度技术的单电源单芯反相d类数字功率放大器
Pub Date : 2021-06-13 DOI: 10.23919/VLSICircuits52068.2021.9492341
Kyung-Sik Choi, J. Ko, Sang-Gug Lee
This work presents a current-mode inverse Class-D digital PA (DPA) with enhanced power back-off (PBO) efficiency. The PA adopts extra switches, which allows the scaling in the output voltage swing by half, leading to (theoretically) 6 dB enhancement in PBO efficiency while maintaining (ideally) 100% drain efficiency (DE). Implemented in a 65 nm CMOS, the proposed DPA shows the improvement in DE by ×1.5 at 4.2 dB PBO in comparison with normalized Class-B PA while requiring only one transformer and single-supply voltage.
这项工作提出了一种具有增强功率回退(PBO)效率的电流模式逆d类数字PA (DPA)。PA采用额外的开关,允许将输出电压摆幅缩放一半,导致PBO效率(理论上)提高6 dB,同时保持(理想)100%漏极效率(DE)。在65nm CMOS上实现的DPA在4.2 dB PBO下的DE比标准化的b类PA提高×1.5,而只需要一个变压器和单电源电压。
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引用次数: 3
A 13.7 TFLOPS/W Floating-point DNN Processor using Heterogeneous Computing Architecture with Exponent-Computing-in-Memory 基于内存指数计算的异构计算架构的13.7 TFLOPS/W浮点DNN处理器
Pub Date : 2021-06-13 DOI: 10.23919/VLSICircuits52068.2021.9492476
Juhyoung Lee, Jihoon Kim, Wooyoung Jo, Sangyeob Kim, Sangjin Kim, Jinsu Lee, H. Yoo
An energy-efficient floating-point DNN training processor is proposed with heterogenous bfloat16 computing architecture using exponent computing-in-memory (CIM) and mantissa processing engine. Mantissa free exponent calculation enables pipelining of exponent and mantissa operation for heterogenous bfloat16 computing while reducing MAC power by 14.4 %. 6T SRAM exponent computing-in-memory with bitline charge reusing reduces memory access power by 46.4 %. The processor fabricated in 28 nm CMOS technology and occupies 1.62×3.6 mm2 die area. It achieves 13.7 TFLOPS/W energy efficiency which is 274× higher than the previous floating-point CIM processor.
采用指数内存计算(CIM)和尾数处理引擎,提出了一种具有异构bfloat16计算架构的节能浮点深度神经网络训练处理器。无尾数的指数计算使指数和尾数运算在异构bfloat16计算中实现流水线化,同时将MAC功耗降低14.4%。采用位线电荷重用的6T SRAM指数内存计算可使内存访问功率降低46.4%。该处理器采用28纳米CMOS技术制造,芯片面积为1.62×3.6 mm2。它实现了13.7 TFLOPS/W的能效,比以前的浮点型CIM处理器提高了274倍。
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引用次数: 14
A 192 nW 0.02 Hz High Pass Corner Acoustic Analog Front-End with Automatic Saturation Detection and Recovery 具有自动饱和检测和恢复功能的192nw 0.02 Hz高通角声模拟前端
Pub Date : 2021-06-13 DOI: 10.23919/VLSICircuits52068.2021.9492374
Rohit Rothe, Minchang Cho, K. Choo, Seokhyeon Jeong, D. Sylvester, D. Blaauw
We present an acoustic analog front-end with a 100TΩ feedback resistance that is robust to PT variation (1.8× deviation across –40 to 80°C and 0.035× σ/µ across 16 measured samples) and achieves a 3.3× reduction in input referred noise (IRN). It eliminates an input frequency and phase dependent systematic offset introduced by a similar previous technique [5] and introduces automatic saturation detection and feedback resistance modulation for fast amplifier restabilization, yielding 10× improvement in artifact recovery time. The technique was implemented in a 192 nW LNA + PGA + ADC chain.
我们提出了一种具有100TΩ反馈电阻的声学模拟前端,该反馈电阻对PT变化具有鲁棒性(在-40至80°C范围内偏差为1.8倍,在16个测量样本中偏差为0.035× σ/µ),并实现了输入参考噪声(IRN)降低3.3倍。它消除了由先前类似技术[5]引入的输入频率和相位相关的系统偏移,并引入了自动饱和检测和反馈电阻调制,用于快速放大器再稳定,使伪影恢复时间提高了10倍。该技术在192 nW LNA + PGA + ADC链上实现。
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引用次数: 1
Solid state qubits: how learning from CMOS fabrication can speed-up progress in Quantum Computing 固态量子比特:从CMOS制造中学习如何加速量子计算的进展
Pub Date : 2021-06-13 DOI: 10.23919/VLSICircuits52068.2021.9492397
I. Radu, Roy Li, A. Potočnik, T. Ivanov, D. Wan, S. Kubicek, N. D. Stuyck, J. Verjauw, J. Jussot, Y. Canvel, C. Godfrin, M. Mongillo, R. Acharya, A. Elsayed, M. Shehata, X. Piao, A. Pacco, L. Souriau, S. Couet, B. Chan, J. Craninckx, B. Parvais, A. Grill, S. Narasimhamoorthy, S. V. Winckel, S. Brebels, F. Mohiyaddin, G. Simion, B. Govoreanu
Building quantum computers requires not only a large number of qubits with high fidelity and low variability, but also a large amount of analog and digital components to drive the qubits. Larger arrays of solid-state qubits with high fidelity and low variability require improvements in fabrication processes and array layout design co-optimized with the underlying hardware technology. Here we outline progress on 300mm fabrication of qubit devices and on classical CMOS components to enable the quantum system. We describe work on superconducting qubits and spin qubits in Si, both types of devices fabricated on 300mm experimental platforms and discuss challenges related to variability. Massive electrical characterization is key over wide temperature range is key to enabling system upscaling for QC.
构建量子计算机不仅需要大量具有高保真度和低可变性的量子比特,还需要大量的模拟和数字元件来驱动量子比特。更大的具有高保真度和低可变性的固态量子比特阵列需要改进制造工艺和阵列布局设计,并与底层硬件技术协同优化。在这里,我们概述了300mm量子比特器件的制造和经典CMOS元件的进展,以实现量子系统。我们描述了在硅中超导量子比特和自旋量子比特的工作,这两种类型的设备都是在300mm实验平台上制造的,并讨论了与可变性相关的挑战。大规模的电气特性是关键,在宽温度范围内是关键,使QC系统升级。
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引用次数: 0
SRAM Write- and Performance-Assist Cells for Reducing Interconnect Resistance Effects Increased with Technology Scaling SRAM写入和性能辅助单元减少互连电阻效应增加与技术规模
Pub Date : 2021-06-13 DOI: 10.23919/VLSICircuits52068.2021.9492505
Keonhee Cho, Heekyung Choi, I. Jung, J. Oh, Tae Woo Oh, Kiryong Kim, Gi-Kryang Kim, T. Choi, Changsoo Sim, T. Song, Seong-ook Jung
This paper presents SRAM write- and performance-assist cells that have bit-cell compatible layouts and thus can be inserted into an bit-cell array without the white space. The proposed cells can effectively resolve the degradation in write-ability and performance caused by the interconnect resistance increased with technology scaling.
本文介绍了具有位单元兼容布局的SRAM写入和性能辅助单元,因此可以插入到位单元数组中而不需要空白。所提出的电池可以有效地解决由于互连电阻随技术规模的增加而导致的可写性和性能的下降。
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引用次数: 4
On-Silicon Photonic Integrated Circuit toward On-chip Interconnection and Distributed Computing 面向片上互连和分布式计算的硅光子集成电路
Pub Date : 2021-06-13 DOI: 10.23919/VLSICircuits52068.2021.9492356
N. Nishiyama, T. Amemiya
Heterogeneous material integration technology gives us freedom of material choices in both electronic and photonic devices. In this presentation, status, technology and characteristics of photonic devices in photonic integrated circuits (PICs) on Si (SOI) will be reviewed. Membrane (thin III-V film) PICs can realize low power consumption data transmission on Si substrate. This PICs can be applicable to on-chip interconnection to reduce power dissipation under higher speed transmission. 93 fJ/bit transmission with 20 Gbps has been demonstrated. Hybrid PICs were also demonstrated to realize 10-Tbps-class transceiver with low energy cost for distributed computing. This structure can integrate multiple function and many array devices in one chip. Also, by dense integration, some function of electronics can be moved to photonics part. This enables power consumption reduction.
异质材料集成技术为电子器件和光子器件的材料选择提供了自由。本文综述了硅基光子集成电路(PICs)中光子器件的现状、技术和特点。薄膜(III-V薄膜)pic可以在Si衬底上实现低功耗的数据传输。这些pic可用于片上互连,以降低高速传输下的功耗。在20 Gbps的传输速率下,实现了93 fJ/bit的传输。混合PICs还演示了以低能量成本实现分布式计算的10tbps级收发器。这种结构可以在一个芯片上集成多种功能和多个阵列器件。同时,通过密集集成,一些电子功能可以转移到光电子部分。这可以降低功耗。
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引用次数: 0
A 3.68aFrms Resolution 183dB FoMs 4th-order Continuous-Time Bandpass ∆Σ Capacitance-to-Digital Converter in 0.18µm CMOS 3.68aFrms分辨率183dB FoMs四阶连续带通∆Σ 0.18µm CMOS电容-数字转换器
Pub Date : 2021-06-13 DOI: 10.23919/VLSICircuits52068.2021.9492366
Sujin Park, Hyungil Chae, Seonghwan Cho
This paper presents an ultra-high-resolution energy-efficient 4th-order continuous-time (CT) bandpass (BP) ∆Σ capacitance-to-digital converter (CDC) where thermal noise folding is avoided by CT operation and power is saved by using a BP ∆Σ architecture. The proposed CDC achieves a resolution of 3.68 aFrms at room temperature while achieving a Schreier figure-of-merit (FoMS) of 183dB which is more than 2x improvement over the state-of-the-art CDCs.
本文提出了一种超高分辨率节能的四阶连续时间(CT)带通(BP)∆Σ电容-数字转换器(CDC),其中CT操作避免了热噪声折叠,并通过使用BP∆Σ架构节省了功率。所提出的CDC在室温下实现了3.68 aFrms的分辨率,同时实现了183dB的Schreier品质系数(FoMS),比最先进的CDC提高了2倍以上。
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引用次数: 5
A 6.78 MHz Wireless Power Transfer System for Simultaneous Charging of Multiple Receivers with Maximum Efficiency using Adaptive Magnetic Field Distributor IC 基于自适应磁场分配器集成电路的6.78 MHz无线电力传输系统,可实现多个接收器同时充电,效率最高
Pub Date : 2021-06-13 DOI: 10.23919/VLSICircuits52068.2021.9492440
Hao Qiu, M. Takamiya
We developed a 6.78 MHz wireless power transfer (WPT) system for simultaneous charging of multiple receiver (RX) coils. On the basis of the transmitter (TX)-RX and RX-RX coupling distinguished by the adaptive magnetic field distributor (AMFD) IC, the distribution of magnetic fields from the TX coils was optimized at each RX coil for the maximum efficiency. A 2-TX 2-RX WPT system was implemented with the AMFD ICs fabricated in 1.8 V, 180 nm CMOS process. Compared with the conventional method, the system efficiency is increased from 8.9 % to 61 % with the load power of 173 mW.
我们开发了一种6.78 MHz无线电力传输(WPT)系统,用于同时为多个接收器(RX)线圈充电。基于自适应磁场分配器(AMFD) IC识别的发射器(TX)-RX和RX-RX耦合,优化了发射器线圈在每个RX线圈上的磁场分布,以获得最大的效率。采用1.8 V、180 nm CMOS工艺制作AMFD集成电路,实现了2-TX 2-RX WPT系统。在负载功率为173 mW的情况下,与传统方法相比,系统效率由8.9%提高到61%。
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引用次数: 0
A 20x28 Spins Hybrid In-Memory Annealing Computer Featuring Voltage-Mode Analog Spin Operator for Solving Combinatorial Optimization Problems 具有电压模式模拟自旋算子的20x28自旋混合内存退火计算机用于解决组合优化问题
Pub Date : 2021-06-13 DOI: 10.23919/VLSICircuits52068.2021.9492453
Junjie Mu, Yuqi Su, Bongjin Kim
Computationally-expensive combinatorial optimization problems can be solved effectively via finding the ground state of the system by annealing computers. This work proposes a hybrid analog-digital implementation of an annealing computer that achieves 1.58x improvement in the area and >3x reduction in annealing time compared with recent works. The test-chip is fabricated using the 65nm process, and the measured power consumption is 9.9mW at 0.8V and 320MHZ.
利用退火计算机求解系统的基态,可以有效地解决计算量大的组合优化问题。这项工作提出了一种退火计算机的混合模拟-数字实现,与最近的工作相比,该计算机的面积提高了1.58倍,退火时间减少了>3倍。测试芯片采用65nm工艺制作,在0.8V和320MHZ下的实测功耗为9.9mW。
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引用次数: 3
期刊
2021 Symposium on VLSI Circuits
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