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Randomized Switching SAR (RS-SAR) ADC Protections for Power and Electromagnetic Side Channel Security 功率和电磁侧信道安全的随机交换SAR (RS-SAR) ADC保护
Pub Date : 2022-04-01 DOI: 10.1109/CICC53496.2022.9772837
Maitreyi Ashok, E. Levine, A. Chandrakasan
Analog to digital converters (ADCs) are necessary in most Internet of Things (loT) devices, to link the physical analog world to digital computation. Physical side channel attacks (SCAs) have been used to reconstruct information processed within digital integrated circuits in a variety of applications, through power or electromagnetic (EM) traces [1]. Furthermore, power SCAs have successfully decoded the analog information converted within Successive Approximation Register (SAR) ADCs [2], [3]. Previous works have proposed initial protections, such as switched-capacitor current equalization for power SCAs [2], random dithering for the reference charge [3], or general power side channel security using a stacked digital low dropout array and random noise injection [4]. Whereas power SCAs require cutting the power trace and introducing a shunt resistor for measurement, EM SCAs can effectively perform non-invasive measurements external to packaging (Fig. 1). However, supply current equalization is not effective against localized EM SCAs, which can probe currents directly above the ADC circuitry.
在大多数物联网(loT)设备中,模数转换器(adc)是连接物理模拟世界和数字计算的必要条件。物理侧信道攻击(sca)已被用于重建各种应用中数字集成电路中处理的信息,通过功率或电磁(EM)走线[1]。此外,功率sca已经成功解码了在逐次逼近寄存器(SAR) adc内转换的模拟信息[2],[3]。先前的工作已经提出了初始保护,例如功率sca的开关电容电流均衡[2],参考电荷的随机抖动[3],或者使用堆叠数字低差阵列和随机噪声注入的一般功率侧通道安全[4]。鉴于功率sca需要切断电源走线并引入分流电阻进行测量,EM sca可以有效地在封装外部执行非侵入性测量(图1)。然而,电源电流均衡对局部EM sca无效,它可以直接探测ADC电路上方的电流。
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引用次数: 6
A 2-GHz Dual-Path Sub-Sampling PLL with Ring VCO Phase Noise Suppression 环形压控振荡器相位噪声抑制的2ghz双路子采样锁相环
Pub Date : 2022-04-01 DOI: 10.1109/CICC53496.2022.9772813
Yangtao Dong, C. Boon, Kaituo Yang, Zhe Liu
Ring voltage-controlled oscillator (VCO) based PLLs have several advantages over LC-VCO based PLLs, like smaller chip area, wider frequency tuning range and multi-phase output signals. However, the inferior jitter/phase noise of ring VCOs has always been the bottleneck of the overall PLL jitter/phase noise performance. To suppress ring VCO's phase noise, feedforward phase noise cancellation (FFPNC) techniques [1]–[4] and feedback phase noise cancellation (FBPNC) technique [5] are widely researched. However, most FFPNC and FBPNC based structures require numerous additional blocks, like complicated phase noise extraction circuits, long voltage-controlled delay line, or additional clock generation circuits, which consumes significant extra area and power. In order to suppress the phase noise of the ring VCO with minimal area and power consumption, this paper proposes a dual-path sub-sampling PLL (SSPLL) architecture incorporating an FBPNC technique. The SSPLL's bandwidth is extended with a compensated phase margin due to the proposed FBPNC technique, as a result, the in-band phase noise contributed by the ring VCO is effectively reduced.
基于环压控振荡器(VCO)的锁相环具有比基于LC-VCO的锁相环更小的芯片面积、更宽的频率调谐范围和多相输出信号等优点。然而,环形压控振荡器较差的抖动/相位噪声一直是制约锁相环整体抖动/相位噪声性能的瓶颈。为了抑制环形压控振荡器的相位噪声,前馈相位噪声消除技术(FFPNC)[1] -[4]和反馈相位噪声消除技术(FBPNC)[5]得到了广泛的研究。然而,大多数基于FFPNC和FBPNC的结构需要许多额外的模块,如复杂的相位噪声提取电路、长压控延迟线或额外的时钟产生电路,这消耗了大量的额外面积和功率。为了以最小的面积和功耗抑制环形压控振荡器的相位噪声,本文提出了一种结合FBPNC技术的双路子采样锁相环(SSPLL)结构。由于采用了FBPNC技术,SSPLL的带宽得到了补偿的相位裕度,从而有效地降低了环形压控振荡器带来的带内相位噪声。
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引用次数: 2
DDPMnet: All-Digital Pulse Density-Based DNN Architecture with 228 Gate Equivalents/MAC Unit, 28-TOPS/W and 1.5-TOPS/mm2 in 40nm DDPMnet:基于全数字脉冲密度的DNN架构,228栅极当量/MAC单元,28-TOPS/W和1.5-TOPS/mm2在40nm
Pub Date : 2022-04-01 DOI: 10.1109/CICC53496.2022.9772786
Animesh Gupta, V. Rajanna, Thoithoi Salam, Saurabh Jain, O. Aiello, P. Crovetti, M. Alioto
Relentless advances in DNN accelerator energy and area efficiency are demanded in low-cost edge devices [1]–[8]. Both directly benefit from the reduction in the complexity of MAC units (neurons), thanks to the reduction in area and energy of computations and the interconnect fabric. Unfortunately, such area and energy cost per neuron further increases in practical cases where flexibility is needed (e.g., precision scaling), ultimately limiting cost and power reductions. In this work, the all-digital DDPMnet architecture for DNN acceleration based on a pulse density data representation is introduced to reduce the gate count/MAC unit from the thousand range to few hundreds (Fig. 1). The proposed architecture removes any arithmetic block from MAC units (e.g., multipliers), while retaining the advantages of standard cell based design.
低成本边缘器件[1]-[8]要求DNN加速器的能量和面积效率不断提高。两者都直接受益于MAC单元(神经元)复杂性的降低,这要归功于计算面积和能量的减少以及互连结构。不幸的是,在需要灵活性(例如精确缩放)的实际情况下,每个神经元的面积和能量成本会进一步增加,最终限制了成本和功耗的降低。在这项工作中,引入了基于脉冲密度数据表示的DNN加速全数字DDPMnet架构,以将门数/MAC单元从数千个范围减少到数百个(图1)。所提出的架构删除了MAC单元(例如乘法器)中的任何算术块,同时保留了基于标准单元设计的优点。
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引用次数: 2
A 0.66 W/mm2 Power Density, 92.4% Peak Efficiency Hybrid Converter with nH-Scale Inductors for 12 V System 一种功率密度为0.66 W/mm2、峰值效率为92.4%、具有nh级电感的12 V系统混合变换器
Pub Date : 2022-04-01 DOI: 10.1109/CICC53496.2022.9772862
Tianshi Xie, Jianglin Zhu, Tom Byrd, D. Maksimović, Hanh-Phuc Le
As passive components play a critical role in determining the overall footprint of power management solutions, significant efforts have been put into new converter topologies, operating principles, and packaging techniques aimed at reducing the size of passive components [1]–[5]. To achieve these goals, one can increase the effective switching frequency [3]–[5], or use hybrid converter topologies and/or resonant operation to better utilize inductors and capacitors for power transfer. Packaging that prioritizes close proximity and low parasitics is also of particular interest [5]. Starting from the preliminary discrete-circuit implementation in [6], this work strives to achieve the high-density goals based on a new integrated hybrid converter topology and operation, high switching frequency, and advanced packaging, which collectively enable the use of nano-Henry scale inductors. The prototype is fabricated in 3.23 mm2 of a 1P6M 0.13 µm BCD process (Die micrograph).
由于无源元件在决定电源管理解决方案的总体占地面积方面起着至关重要的作用,为了减小无源元件[1]-[5]的尺寸,人们已经在新的转换器拓扑、工作原理和封装技术上投入了大量的努力。为了实现这些目标,可以提高有效开关频率[3]-[5],或者使用混合转换器拓扑和/或谐振操作来更好地利用电感和电容器进行功率传输。优先考虑近距离和低寄生性的包装也特别令人感兴趣。从[6]的初步离散电路实现开始,本工作努力实现基于新的集成混合转换器拓扑和操作,高开关频率和先进封装的高密度目标,这些共同使纳米亨利级电感器的使用成为可能。该原型是在3.23 mm2的1P6M 0.13 μ m BCD工艺(模具显微图)中制造的。
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引用次数: 2
A 0.37mm2 250kHz-BW 95dB-SNDR CTDSM with Low-Cost 2nd-order Vector-Quantizer DEM 基于低成本二阶矢量量化DEM的0.37mm2 250kHz-BW 95dB-SNDR CTDSM
Pub Date : 2022-04-01 DOI: 10.1109/CICC53496.2022.9772865
Wei Shi, Xing Wang, Xiyuan Tang, Abhishek Mukherjee, R. Theertham, S. Pavan, Lu Jie, Nan Sun
CTDSMs with high resolution and bandwidth greater than 200kHz are needed in industrial, medical, and automotive applications. Such high performance demands very low noise and distortion. The noise and distortion have to be suppressed even further in advanced technologies due to the low voltage headroom. A major challenge of low noise and distortion design is the large area cost of DAC and loop filters. The main feedback RDAC occupies a large area in [1]. 1st-order data weighted average (DWA) is used but has limited mismatch error suppression. There is also a kink in the SNDR plot of [1] at low input amplitudes due to tones caused by DWA. To reduce the area, [2], [3] use DWA for the MSB bits and mismatch error shaping (MES) for the LSB bits. MES enables the binary coded DAC to save the LSB DAC area. However, the overall DAC's mismatch-induced distortion is dominated by the MSB bits. Thus, the approach of [2], [3] yields limited performance benefits due to the relatively mild 1st-order mismatch error shaping obtained from the DWA operation on the MSB bits.
工业、医疗和汽车应用需要高分辨率和带宽大于200kHz的ctdsm。如此高的性能要求非常低的噪音和失真。由于低电压净空,在先进技术中必须进一步抑制噪声和失真。低噪声和低失真设计的一个主要挑战是DAC和环路滤波器的大面积成本。主反馈RDAC在[1]中占有较大的面积。该方法采用一阶数据加权平均(DWA),但对失配误差的抑制有限。在低输入幅度下,由于DWA引起的音调,在SNDR图[1]中也存在一个扭结。为了减小面积,[2],[3]对MSB位使用DWA,对LSB位使用不匹配误差整形(MES)。MES允许二进制编码的DAC保存LSB DAC区域。然而,整个DAC的不匹配引起的失真是由MSB位主导的。因此,[2],[3]的方法由于在MSB位上的DWA操作获得的相对温和的一阶失配误差整形而产生有限的性能优势。
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引用次数: 2
A 1.8GΩ-Input-Impedance 0.15µV-Input-Referred-Ripple Chopper Amplifier with Local Positive Feedback and SAR-Assisted Ripple Reduction 一种1.8GΩ-Input-Impedance 0.15µv输入参考纹波斩波放大器,具有局部正反馈和sar辅助纹波抑制
Pub Date : 2022-04-01 DOI: 10.1109/CICC53496.2022.9772860
Tianxiang Qu, Qinjing Pan, Xiaoyang Zeng, Zhiliang Hong, Jiawei Xu
Many sensors exhibit output impedances greater than a few MΩ, and the subsequent instrumentation amplifier (IA) must be carefully designed to meet the requirements of high input impedance $(mathrm{R}_{text{in}})$, low noise and low offset. Chopping is a power-efficient technique to achieve low offset and low 1/f noise without noise aliasing [1]–[4], but at the expense of a lower $mathrm{R}_{text{in}}$ (10–100MΩ [1] [4] [5]). Positive feedback loop (PFL) can boost $mathrm{R}_{text{in}}$ of a capacitively-coupled chopper IA (CCIA) by providing a large portion of input source current [4]. However, in practice, the PFL is not suitable for a generic chopper amplifier to achieve a high $mathrm{R}_{text{in}}$ above $100text{MO}$, because the actual impedance boosting factor highly depends on the absolute accuracy of the feedback elements and the overall gain of the IA. For instance, to compensate input parasitic capacitance of 100fF by the PFL, an IA with a voltage gain of 100 requires a very small feedback capacitor of 1fF. Meanwhile, this feedback capacitor must be reconfigured with different IA gains. For the same reason, the PFL is not applicable to a chopper operational amplifier (OPA) either due to its ill-defined open-loop gain. Apart from the limited $mathrm{R}_{text{in}}$, chopper amplifiers also suffer from output ripple, i.e. the up-modulated offset. Prior art ripple reduction loop (RRL) can realize a sub-µV residual input referred ripple [1] [3], but this often involves an active loop integrator with large DC gain and time constant, resulting in power and area overhead.
许多传感器的输出阻抗大于几个MΩ,后续的仪表放大器(IA)必须精心设计,以满足高输入阻抗$( mathm {R}_{text{in}})$、低噪声和低偏移的要求。斩波是一种低功耗技术,可以实现低偏移和低1/f噪声,而没有噪声混叠[1]-[4],但代价是较低的$ mathm {R}_{text{in}}$ (10-100MΩ[1][4][5])。正反馈环(PFL)可以通过提供大部分输入源电流来提高电容耦合斩波器IA (CCIA)的$ mathm {R}_{text{in}}$[4]。然而,在实践中,PFL不适合用于通用斩波放大器,以实现高于$100text{MO}$的高数学{R}_{text{in}}$,因为实际的阻抗提升因子高度依赖于反馈元件的绝对精度和IA的总体增益。例如,为了补偿PFL的100fF输入寄生电容,电压增益为100的IA需要一个非常小的1fF反馈电容。同时,该反馈电容必须重新配置不同的IA增益。由于同样的原因,PFL也不适用于斩波运算放大器(OPA),因为它的开环增益定义不清。除了有限的$ mathm {R}_{text{in}}$之外,斩波放大器还受到输出纹波的影响,即上调制偏移。现有技术纹波减小环路(RRL)可以实现亚µV的剩余输入参考纹波[1][3],但这通常涉及具有大直流增益和时间常数的有源环路积分器,导致功率和面积开销。
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引用次数: 2
A $36times 40$ Wireless Fluorescence Image Sensor for Real-Time Microscopy in Cancer Therapy 一种用于癌症治疗的实时显微镜无线荧光图像传感器
Pub Date : 2022-04-01 DOI: 10.1109/CICC53496.2022.9772779
R. Rabbani, Hossein Najafiaghdam, Biqi Zhao, Megan Zeng, V. Stojanović, R. Muller, M. Anwar
Real-time in vivo imaging provides detailed cellular information from targets inside the body. In cancer immunotherapy, for instance, this information can be utilized for early assessments of the treatment, where effective activation of the immune system leads to durable responses against cancer. While only 30% of the patients respond to the treatment, detailed multicellular-level information can help rapidly alter the therapy based on the individual's response. However, this is not possible with current modalities such as CT or MRI that image purely anatomic changes taking months to manifest, by the end of which the window of cure is lost. Moreover, continuous monitoring of the tumor via frequent biopsies is impractical due to the invasiveness of the procedure. To overcome these limitations, fluorescence microscopy can be used to identify multiple cell types within tissue during ongoing therapy.
实时体内成像提供了来自体内目标的详细细胞信息。例如,在癌症免疫治疗中,这些信息可以用于治疗的早期评估,其中有效激活免疫系统导致对癌症的持久反应。虽然只有30%的患者对治疗有反应,但详细的多细胞水平信息可以帮助根据个体的反应迅速改变治疗方案。然而,目前的CT或MRI等方法无法做到这一点,因为单纯的解剖变化需要几个月的时间才能显现出来,到那时就失去了治愈的窗口期。此外,由于手术的侵入性,通过频繁的活组织检查来持续监测肿瘤是不切实际的。为了克服这些限制,荧光显微镜可用于在持续治疗期间识别组织内的多种细胞类型。
{"title":"A $36times 40$ Wireless Fluorescence Image Sensor for Real-Time Microscopy in Cancer Therapy","authors":"R. Rabbani, Hossein Najafiaghdam, Biqi Zhao, Megan Zeng, V. Stojanović, R. Muller, M. Anwar","doi":"10.1109/CICC53496.2022.9772779","DOIUrl":"https://doi.org/10.1109/CICC53496.2022.9772779","url":null,"abstract":"Real-time in vivo imaging provides detailed cellular information from targets inside the body. In cancer immunotherapy, for instance, this information can be utilized for early assessments of the treatment, where effective activation of the immune system leads to durable responses against cancer. While only 30% of the patients respond to the treatment, detailed multicellular-level information can help rapidly alter the therapy based on the individual's response. However, this is not possible with current modalities such as CT or MRI that image purely anatomic changes taking months to manifest, by the end of which the window of cure is lost. Moreover, continuous monitoring of the tumor via frequent biopsies is impractical due to the invasiveness of the procedure. To overcome these limitations, fluorescence microscopy can be used to identify multiple cell types within tissue during ongoing therapy.","PeriodicalId":415990,"journal":{"name":"2022 IEEE Custom Integrated Circuits Conference (CICC)","volume":"58 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126352729","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
An 86.7%-Efficient Three-Level Boost Converter with Active Voltage Balancing for Thermoelectric Energy Harvesting 用于热电能量收集的具有有源电压平衡的效率为86.7%的三电平升压变换器
Pub Date : 2022-04-01 DOI: 10.1109/CICC53496.2022.9772811
L. Pham-Nguyen, Nam Nguyen-Dac, Thinh Tran-Dinh, H. Pham, M. Je, Sang-Gug Lee, Hanh-Phuc Le
Thermoelectric energy has proved to be a dependable source for sustainable loT devices in practice. However, efficiently harvesting this energy source still remains a challenge because of system size constraints and large conversion ratios from a low input voltage (10s mV) out of a thermoelectric generator (TEG) to ~1V output levels for system circuit loads [1]–[5]. To meet this challenge, different converter topologies have been explored, including a conventional boost topology [1]–[2] and a bipolar hybrid converter [3] that combined a flyback stage with a boost converter. Unfortunately, while the former suffers from an undesirable small duty cycle, leading to low efficiency, the latter requires a bulky transformer, unwanted for loT applications. To better bridge the large voltage gap, a more power-and space-efficient DC-DC converter is desirable for this application.
在实践中,热电能源已被证明是可持续loT器件的可靠来源。然而,由于系统尺寸的限制以及从热电发电机(TEG)的低输入电压(10s mV)到系统电路负载的~1V输出电平的大转换率[1]-[5],有效地收集这种能量来源仍然是一个挑战。为了应对这一挑战,已经探索了不同的转换器拓扑,包括传统的升压拓扑[1]-[2]和双极混合转换器[3],该转换器将反激式级与升压转换器相结合。不幸的是,前者的占空比小,导致效率低,而后者需要一个笨重的变压器,这是loT应用所不需要的。为了更好地桥接大的电压间隙,在这种应用中需要一个更节能和更节省空间的DC-DC转换器。
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引用次数: 2
A 3.8-dB NF, 23-40GHz Phased-Array Receiver with 14-Bit Phase & Gain Manager and Calibration-Free Dual-Mode 28-52dB Image Rejection Ratio for 5G NR 3.8 db NF, 23-40GHz相控阵接收机,14位相位增益管理器和免校准双模28-52dB图像抑制比,用于5G NR
Pub Date : 2022-04-01 DOI: 10.1109/CICC53496.2022.9772818
Zhixian Deng, H. Qian, Changxuan Han, Yifan Li, Xun Luo
The ever-increasing demands on the high data-rate and high signal-to-noise ratio accelerate the development of high-performance millimeter-wave phased-array systems, especially for 5G NR at 24, 28, 37, and 39GHz bands. However, the reports of the wideband phased-array receiver (RX) [1]–[6] that can fully cover the 24/28/37/39 GHz bands are limited. The suppression of image-signal located at the RF passband is the main challenge for such wideband RX array. Meanwhile, the phase resolution and dynamic range of the phased-array RX should be improved to support multiple applications. This work presents a 23-40GHz phased-array RX in a 40-nm CMOS technology. The proposed phased-array RX consists of a 14-bit phase & gain manager and a noise-cancelling low noise amplifier (LNA). The phase & gain manager with the capacity of rearranging the phase- and gain-control bit can not only provide a maximum 14-bit phase tuning operation and >35dB gain variation range, but also achieve a 28-52dB calibration-free image rejection ratio (IRR) at 23-40GHz by the dual-mode operation. The fabricated chip can support 3Gb/s, 64-QAM and 2.4Gb/s, 256-QAM modulation signal.
对高数据速率和高信噪比的需求不断增长,加速了高性能毫米波相控阵系统的发展,特别是24ghz、28ghz、37ghz和39GHz频段的5G NR。然而,能够完全覆盖24/28/37/39 GHz频段的宽带相控阵接收机(RX)[1] -[6]的报道有限。射频通带图像信号的抑制是这种宽带RX阵列面临的主要挑战。同时,相控阵RX的相位分辨率和动态范围需要进一步提高,以支持多种应用。本文提出了一种采用40纳米CMOS技术的23-40GHz相控阵RX。提出的相控阵RX由一个14位相位增益管理器和一个降噪低噪声放大器(LNA)组成。相位增益管理器具有相位和增益控制位的重新排列能力,不仅可以提供最大14位的相位调谐操作和>35dB的增益变化范围,而且可以通过双模工作在23-40GHz实现28-52dB的免校准图像抑制比(IRR)。该芯片可支持3Gb/s 64-QAM和2.4Gb/s 256-QAM调制信号。
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引用次数: 1
Piezoelectric-Based Power Conversion: Recent Progress, Opportunities, and Challenges 基于压电的功率转换:最新进展、机遇和挑战
Pub Date : 2022-04-01 DOI: 10.1109/CICC53496.2022.9772801
J. D. Boles, J. J. Piel, Ng Elaine, Joseph E. Bonavia, J. Lang, D. Perreault
Pursuits of miniaturization, greater performance, and lower cost for power electronics necessitate advancement of power passive component technologies. While wide-bandgap semiconductor devices and advanced control techniques have enabled substantial size and performance improvements, miniaturizing power electronics remains bottlenecked by the passive components dominating their sizes, particularly magnetics (i.e., inductors and transformers). Magnetic components pose fundamental power handling and efficiency challenges at small scales, amounting to lower power densities at low volume [1]–[3]. On the other hand, switched capacitor converters have achieved record-breaking power densities and efficiencies, but these architectures still require magnetics for efficient voltage regulation. While several miniaturization strategies have been developed despite the limitations of magnetics (e.g., higher switching frequencies, more sophisticated circuit topologies and operating techniques, and improved magnetic designs), they ultimately still face the same scaling impediments. This motivates investigation into alternative passive component technologies for power conversion that can provide the same high-level functionalities as magnetics but with superior scalability to small sizes.
追求电力电子器件的小型化、更高的性能和更低的成本要求电力无源元件技术的发展。虽然宽带隙半导体器件和先进的控制技术已经实现了大幅的尺寸和性能改进,但电力电子器件的小型化仍然受到无源元件的限制,特别是磁性元件(即电感器和变压器)。磁性元件在小尺寸下带来了基本的功率处理和效率挑战,相当于小体积下的低功率密度[1]-[3]。另一方面,开关电容转换器已经实现了破纪录的功率密度和效率,但这些架构仍然需要磁性来实现有效的电压调节。虽然已经开发了几种小型化策略,尽管有磁性的限制(例如,更高的开关频率,更复杂的电路拓扑和操作技术,以及改进的磁性设计),但它们最终仍然面临相同的缩放障碍。这激发了对电源转换的替代无源元件技术的研究,这些技术可以提供与磁性相同的高级功能,但具有小尺寸的卓越可扩展性。
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引用次数: 9
期刊
2022 IEEE Custom Integrated Circuits Conference (CICC)
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