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An exponential function accelerator with radix-16 algorithm for spiking neural networks 基于基数-16算法的脉冲神经网络指数函数加速器
Pub Date : 2023-01-01 DOI: 10.1587/elex.19.20220393
Chenxiao Lin, Qingyang Zeng, D. Shang
A range reduction method for shift-and-add algorithms for exponential functions is proposed in this paper. An exponential function accelerator with this method and radix-16 shift-and-add algorithm has been implemented in SMIC 55 nm CMOS process. Compared with the existing method, the proposed method reduces the latency (cycles) by 33% and 20% for 16 and 32-bit precision results, respectively; thereby increasing the throughputto50Mexp/sandreducingthepowerconsumptionto4.6pJ/exp.Inaddition,thismethodsavesdieareasincenoarithmeticunitsareadopted.Thisexponentialacceleratorissupposedtobeusedinaneuromorphicchipforspikingneuralnetworkmodeling.
本文提出了一种指数函数移位加算法的范围缩减方法。采用该方法和基数-16移位加算法的指数函数加速器已在中芯55nm CMOS工艺上实现。与现有方法相比,该方法在16位精度和32位精度下的延迟(周期)分别减少33%和20%;从而将吞吐量提高到50mexp /exp,并将功耗降低到4.6 pj /exp。此外,由于采用了改进算法单元,该方法节省了面积。该指数加速器被认为是用于spikingneuralnetwork建模的神经形态芯片。
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引用次数: 0
A five-level inverter based on differential structure 一种基于差动结构的五电平逆变器
Pub Date : 2023-01-01 DOI: 10.1587/elex.20.20220555
Shaoru Zhang, Yang Liu, Xiuju Du, Yanhua Zhang, Wenxiu Yang, Yikun Jia, Jielu Zhang, F. Luo
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引用次数: 0
FBEL: Enhanced LLR optimization algorithm based on the VSER prediction by flag bits in the bit-flipping scheme FBEL:基于反转方案中标志位预测VSER的增强LLR优化算法
Pub Date : 2023-01-01 DOI: 10.1587/elex.20.20230113
Bo Zhang, Qi Wang, Xiaolei Yu, Qianhui Li, Jing He, Xianliang Wang, Qian Zhao, Xuhong Qiang, Z. Huo, Tianchun Ye
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引用次数: 0
UWB MIMO optical transparent antenna based on ITO film 基于ITO薄膜的超宽带MIMO光学透明天线
Pub Date : 2023-01-01 DOI: 10.1587/elex.20.20230022
Yuzhong Yao, Yuesheng Shao, Jiliang Zhang, J. Zhang
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引用次数: 0
A low temperature coefficient wide temperature range bandgap reference with high power supply rejection 具有高电源抑制的低温度系数、宽温度范围带隙基准
Pub Date : 2023-01-01 DOI: 10.1587/elex.20.20230104
J. Qu, Chenjian Wu
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引用次数: 0
Analysis of a microcirculatory windkessel model using photoplethysmography with green light: A pilot study 用绿光光容积脉搏图分析微循环风帆模型:一项初步研究
Pub Date : 2022-08-01 DOI: 10.1587/elex.19.20220371
Akio Tanaka
In this study, a vasomotion quantification method using a photoplethysmography prototype, which performs near-infrared spectroscopy in combination with green light, is proposed. A structure that suppresses the motion artifact and that is held by the eyeglasses on the back of the ear enables the relative concentration changes of total hemoglobin and pulse wave amplitude to be measured during exercise with and without the presence of wind impacting the face. We established a microcirculatory windkessel model including arteriovenous anastomoses estimated from the blood flow changes in the depth direction that were acquired using three wavelengths of light and reproduced the vasomotion on a computer. The values predicted by the model were in good agreement with the measured values. The extracted vasomotion can be used to understand autonomic control by the central nervous system.
在这项研究中,提出了一种使用光容积脉搏波成像原型的血管舒缩量化方法,该原型将近红外光谱与绿光相结合。一种抑制运动伪影的结构,由耳后的眼镜支撑,可以在运动过程中测量总血红蛋白和脉搏波振幅的相对浓度变化,无论是否有风影响面部。我们建立了一个微循环血管模型,包括动静脉吻合,根据血流在深度方向上的变化估计,使用三个波长的光,并在计算机上复制血管运动。模型预测值与实测值吻合较好。提取的血管舒缩可以用来理解中枢神经系统的自主控制。
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引用次数: 1
Research on MPPT of photovoltaic system based on PSO with time-varying compression factor 基于时变压缩因子粒子群的光伏系统最大功率跟踪研究
Pub Date : 2022-01-01 DOI: 10.1587/elex.19.20220165
Jianhua Deng, Yanping Wang
When the photovoltaic system is put into use, some natural objects will cause partial shadows on the photovoltaic modules. And in this case, the output characteristics of the photovoltaic array will change from the original "single peak" to "multi-peak", and the power of the photovoltaic array will have multiple extreme values, which will increase the difficulty of tracking the maximum power of the photovoltaic array. The traditional maximum power point tracking (MPPT) algorithm is no longer applicable. Most of them fall into the local maximum power and cannot find the global maximum power. Although the particle swarm optimization algorithm (PSO) has a certain ability to solve the global optimization problem, the standard particle swarm optimization algorithm can’t be regarded as a complete global optimization algorithm. Since the power output curve of the photovoltaic array is severely non-linear in the shaded situation, the standard particle swarm optimization algorithm may also fall into a local optimum and fail to find the global optimum. Compared with the standard particle swarm optimization algorithm, the particle swarm optimization algorithm with time-varying compression factor proposed in this paper can better balance the relationship between global search and local search, and can effectively avoid falling into the local optimal value and not finding it. To the correct maximum power point, while also increasing the speed of convergence. Comparing the method proposed in this paper with the standard particle swarm algorithm through experiments, the results show that the method proposed in this paper is of great significance for improving the efficiency of photovoltaic systems under partial shadow conditions.
光伏系统投入使用时,一些自然物体会在光伏组件上产生部分阴影。而在这种情况下,光伏阵列的输出特性将由原来的“单峰”变为“多峰”,光伏阵列的功率将出现多个极值,这将增加光伏阵列最大功率跟踪的难度。传统的最大功率点跟踪(MPPT)算法已不再适用。它们大多陷入局部最大功率,无法找到全局最大功率。虽然粒子群优化算法(PSO)具有一定的解决全局优化问题的能力,但标准粒子群优化算法并不能被视为完整的全局优化算法。由于光伏阵列在阴影情况下的功率输出曲线是严重非线性的,标准粒子群优化算法也可能陷入局部最优而无法找到全局最优。与标准粒子群优化算法相比,本文提出的具有时变压缩因子的粒子群优化算法能够更好地平衡全局搜索与局部搜索的关系,有效避免陷入局部最优值而找不到它。达到正确的最大功率点,同时也提高了收敛速度。通过实验将本文提出的方法与标准粒子群算法进行比较,结果表明本文提出的方法对于提高部分阴影条件下光伏系统的效率具有重要意义。
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引用次数: 2
An analytical model of transmitting arrays with excitation perturbations for microwave power transmission 微波功率传输中具有激励扰动的发射阵列解析模型
Pub Date : 2022-01-01 DOI: 10.1587/elex.19.20220396
Shuo Zhang, Shunxi Lou, Wei Wang, Yuanchen Zeng, Xiang Gao
An analytical model is proposed to calculate the performance on beam collecting efficiency (BCE) of transmitting arrays with excitation errors for microwave power transmission (MPT). Due to the inconsistent output of power amplifiers and the uncertainty of the joint loss of radio frequency (RF) device, the small perturbations will be brought into excitation amplitudes and phases, which will decrease the BCE. This analytical model involves the use of a Taylor series expansion to account for small perturbations in the excitation errors. The mathematical model between the statistical information of excitation perturbations and BCE is directly established. To fully prove the accuracy of the given model, numerous random samples will be used to compare the results of the proposed model and Monte Carlo simulation (MCS). Compared with the MCS, the proposed model does not require much-repeated calculation. The proposed method can be applied at the antenna design stage to effectively evaluate the effect of excitation perturbations on the BCE.
针对微波功率传输中存在激励误差的发射阵列,提出了一种计算发射阵列集束效率的解析模型。由于功率放大器输出的不一致性和射频器件联合损耗的不确定性,会在激励幅值和相位上带来微小的扰动,从而降低BCE。该解析模型使用泰勒级数展开来解释激励误差中的小扰动。直接建立了激励摄动统计信息与BCE之间的数学模型。为了充分证明给定模型的准确性,将使用大量随机样本来比较所提出模型和蒙特卡罗模拟(MCS)的结果。与MCS模型相比,该模型不需要大量的重复计算。该方法可应用于天线设计阶段,有效地评估激励摄动对BCE的影响。
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引用次数: 0
A 280nW leakage-ratio-based CMOS temperature sensor with supply/clock sensitivity suppression 基于280nW泄漏比的CMOS温度传感器,具有电源/时钟灵敏度抑制
Pub Date : 2022-01-01 DOI: 10.1587/elex.19.20220223
Hangyi Lu
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引用次数: 2
A 21.56dBm four-way current-combining power amplifier for Ka-band applications in 65-nm CMOS 一个21.56dBm四路电流组合功率放大器,用于65纳米CMOS的ka波段应用
Pub Date : 2022-01-01 DOI: 10.1587/elex.18.20210286
Zhiqiang Wang, Xin Liu, Zhiqiang Li, Xiaosong Wang, Minghua Wang, Quan Li, Yan Li, Yu Liu
This paper presents a four-way current-combining Ka-band power amplifier(PA) in 65-nm CMOS technology. A symmetrical, transmission line based four-way current combiner, together with output transformers, is used to transfer the high load impedance(4* 𝑍 𝐿 ) to the desired 𝑍 𝑜𝑝𝑡 foreachpowerunitcell.Besides,bothinterstage/inputflexible matching transformers and the power splitter are optimized to improve the performance. Based on the methodology mentioned above, the power amplifier demonstrates a small-signal gain of about 24.12 dB, a saturated output power of 21.56 dBm, and a peak power-added efficiency of 27.3% at 35GHz.
提出了一种基于65nm CMOS技术的四路电流组合ka波段功率放大器。一个对称的,传输线为基础的四路电流组合器,连同输出变压器,用于传输高负载阻抗(4*𝑍𝐿)到所需的𝑍𝑜𝑝𝑡foreachpowerunitcell。此外,对级间/输入柔性匹配变压器和功率分配器进行了优化,提高了性能。基于上述方法,该功率放大器在35GHz时的小信号增益约为24.12 dB,饱和输出功率为21.56 dBm,峰值功率增加效率为27.3%。
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引用次数: 0
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