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2018 16th IEEE International New Circuits and Systems Conference (NEWCAS)最新文献

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A New CAD Tool for Energy Optimization of Diagonal Motion Mode of Attached Electrode Triboelectric Nanogenerators 贴合电极摩擦纳米发电机对角运动方式能量优化的CAD新工具
Pub Date : 2018-06-24 DOI: 10.1109/NEWCAS.2018.8585559
George S. Maximous, Ali M. Fatahalla, Ashraf Seleym, Tamer A. Ali, H. Mostafa
Triboelectrification effect was known since the ancient Greek time. A triboelectric nanogenerator (TENG) was invented and is used to convert the mechanical energy to the electrical energy. The TENG is a promising candidate for the new transducers generation recommended for energy harvesting. It is used to harvest the mechanical energy with a great number of advantages. In this research, a new diagonal motion mode is proposed and is studied intensively in attached electrode mode using COMSOL finite element analysis. Diagonal motion mode offers a new degree of freedom which is the angle of motion allowing for further energy optimization. A new CAD tool is built based on semi-analytical equations derived from both COMSOL simulation results and theoretical framework. The tool optimizes the energy based on both the angle and the distance of motion in a few seconds which is very time efficient compared to the time consuming COMSOL simulations. The tool results show great consistency with the data obtained from time consuming COMSOL results.
摩擦电气化效应在古希腊时代就已为人所知。发明了一种摩擦纳米发电机(TENG),用于将机械能转化为电能。TENG是推荐用于能量收集的新一代换能器的有希望的候选者。它用于收获机械能,具有许多优点。在本研究中,提出了一种新的对角运动模式,并利用COMSOL有限元分析对附着电极模式进行了深入研究。对角线运动模式提供了一个新的自由度,这是运动的角度,允许进一步的能量优化。基于COMSOL仿真结果和理论框架推导出的半解析方程,建立了一种新的CAD工具。该工具可以在几秒钟内根据角度和运动距离优化能量,与耗时的COMSOL模拟相比,这是非常省时的。该工具的结果与耗时的COMSOL结果的数据非常一致。
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引用次数: 5
Shearlet based Stacked Convolutional Network for Multiclass Diagnosis of Alzheimer’s Disease using the Florbetapir PET Amyloid Imaging Data 基于Shearlet的基于Florbetapir PET淀粉样蛋白成像数据的堆叠卷积网络多层次诊断阿尔茨海默病
Pub Date : 2018-06-24 DOI: 10.1109/NEWCAS.2018.8585550
Emimal Jabason, M. Ahmad, M. Swamy
Although there is no cure for Alzheimer’s disease (AD), an accurate early diagnosis is essential for health and social care, and will be of great significance when the course of the disease could be reversed through treatment options. Florbetapir positron emission tomography (18F-AV-45 PET) is proven to be the most powerful imaging technique to investigate the deposition of amyloid plaques, one of the potential hallmarks of AD, signifying the onset of AD before it changes the brains structure. In this paper, we propose a novel classification algorithm to discriminate the patients having AD, early mild cognitive impairment (MCI), late MCI, and normal control in 18F-AV-45 PET using shearlet based deep convolutional neural network (CNN). It is known that the conventional CNNs involve convolution and pooling layers, which in fact produce the smoothed representation of data, and this results in losing detailed information. In view of this fact, the conventional CNN is integrated with shearlet transform incorporating the multiresolution details of the data. Once the model is pretrained to transform the input data into a better stacked representation, the resulting final layer is passed to softmax classifier, which returns the probabilities of each class. Through experimental results, it is shown that the performance of the proposed classification framework is superior to that of the traditional CNN in Alzheimer’s disease neuroimaging initiative (ADNI) database in terms of classification accuracy. As a result, it has the potential to distinguish the different stages of AD progression with less clinical prior information.
虽然阿尔茨海默病(AD)无法治愈,但准确的早期诊断对于健康和社会保健至关重要,并且当可以通过治疗方案逆转疾病进程时将具有重要意义。Florbetapir正电子发射断层扫描(18F-AV-45 PET)被证明是研究淀粉样斑块沉积最有效的成像技术,淀粉样斑块是阿尔茨海默病的潜在标志之一,在阿尔茨海默病改变大脑结构之前就预示着它的发生。本文提出了一种基于shearlet的深度卷积神经网络(CNN)的18F-AV-45 PET分类算法,用于区分AD、早期轻度认知障碍(MCI)、晚期轻度认知障碍(MCI)和正常对照患者。众所周知,传统的cnn涉及卷积层和池化层,这实际上产生了数据的平滑表示,这导致了详细信息的丢失。鉴于此,将传统的CNN与shearlet变换相结合,融合了数据的多分辨率细节。一旦对模型进行预训练,将输入数据转换为更好的堆叠表示,生成的最后一层将传递给softmax分类器,该分类器返回每个类的概率。通过实验结果表明,本文提出的分类框架在分类准确率方面优于传统的CNN在Alzheimer’s disease neuroimaging initiative (ADNI)数据库。因此,它有可能在临床信息较少的情况下区分AD进展的不同阶段。
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引用次数: 7
A Multi-Mode Accelerator for Pruned Deep Neural Networks 基于多模加速器的深度神经网络
Pub Date : 2018-06-01 DOI: 10.1109/NEWCAS.2018.8585517
A. Ardakani, C. Condo, W. Gross
Convolutional Neural Networks (CNNs) are constituted of complex, slow convolutional layers and memory-demanding fully- connected layers. Current pruning techniques can reduce memory accesses and power consumption, but cannot speed up the convolutional layers. In this paper, we introduce a pruning technique able to reduce the number of kernels in convolutional layers of up to 90% with negligible accuracy degradation. We propose an architecture to accelerate fully- connected and convolutional computations within a single computational core, with power$/$energy consumption below mobile devices budget. The proposed pruning technique speeds up convolutional computations by up to $ 6.9times $, reducing memory accesses by the same factor.
卷积神经网络(cnn)由复杂的慢卷积层和对内存要求高的全连接层组成。目前的剪枝技术可以减少内存访问和功耗,但不能提高卷积层的速度。在本文中,我们介绍了一种修剪技术,能够减少卷积层中高达90%的核数,而精度下降可以忽略不计。我们提出了一种架构,可以在单个计算核心内加速全连接和卷积计算,功耗低于移动设备预算。提出的修剪技术将卷积计算速度提高了6.9倍,减少了相同因素的内存访问。
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引用次数: 0
Suboptimal Class DE Operation for Ultrasound Transducer Arrays 超声换能器阵列的次优DE类操作
Pub Date : 2018-06-01 DOI: 10.1109/NEWCAS.2018.8585596
C. Christoffersen, T. Ngo, Ruiqi Song, Yushi Zhou, S. Pichardo, L. Curiel
Recently, integrated class DE amplifiers without matching networks have been proposed as a compact solution to drive piezoelectric ultrasound transducers for high-intensity focused ultrasound (HIFU) therapy. However, when driving a transducer array, it is not always possible to drive all transducers in ideal Class DE conditions due to variations in the impedance of each array element. This paper outlines a method to predict switching losses and to select good driving parameters for an entire array without using matching networks. To the best of the authors knowledge, this is the first paper to present such a method. The method is experimentally validated using an integrated driver developed by the authors.
最近,没有匹配网络的集成类DE放大器被提出作为驱动压电超声换能器的紧凑解决方案,用于高强度聚焦超声(HIFU)治疗。然而,当驱动换能器阵列时,由于每个阵列元件的阻抗变化,并不总是能够在理想的DE级条件下驱动所有换能器。本文概述了一种不使用匹配网络来预测整个阵列开关损耗和选择良好驱动参数的方法。据作者所知,这是第一篇提出这种方法的论文。该方法采用作者开发的集成驱动器进行了实验验证。
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引用次数: 4
A CMOS Envelope Detector for Low Power Wireless Receiver Applications 用于低功耗无线接收机的CMOS包络检测器
Pub Date : 2018-06-01 DOI: 10.1109/NEWCAS.2018.8585458
J. Ou, Pietro M. Ferreira
Recent studies have shown that the power consumption of a wake-up receiver can be reduced by using an envelope detector as its first stage. Designing a low power envelope detector is challenging because of stringent requirements such as data rate, operating frequency, conversion gain and sensitivity. This paper describes the design of a 915 MHz envelope detector which uses a combination of active inductors and an input matching circuit to improve its conversion gain. The proposed design consumes 2 $mu mathrm{A}$ of bias current, achieves a 37.8 dB of conversion gain, a sensitivity of -60 dBm and a data rate of 200 kb/s in a 0.13 $mu mathrm{m}$ CMOS process.
最近的研究表明,使用包络检测器作为唤醒接收器的第一级可以降低其功耗。由于数据速率、工作频率、转换增益和灵敏度等严格要求,设计低功率包络检测器具有挑战性。本文介绍了一种915mhz包络检波器的设计,该检波器采用有源电感和输入匹配电路相结合的方式来提高其转换增益。该设计在0.13 $mu mathm {m}$ CMOS工艺中消耗2 $mu mathm {A}$的偏置电流,实现37.8 dB的转换增益,-60 dBm的灵敏度和200 kb/s的数据速率。
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引用次数: 4
A 550-μW, 2.4-GHz ZigBee/BLE Receiver Front End for IoT applications in 180-nm CMOS 用于物联网应用的550 μ w, 2.4 ghz ZigBee/BLE接收器前端,采用180纳米CMOS
Pub Date : 2018-06-01 DOI: 10.1109/NEWCAS.2018.8585629
Sesha Sairam Regulagadda, S. Nagaveni, A. Dutta
An ultra-low-power, 2.4 GHz ZigBee and Bluetooth-low-energy (BLE) direct-conversion-receiver front-end for internet of things (IoT) applications is designed and presented. A common-source (CS) Low-noise-amplifier (LNA) and direct back-gate-coupled quadrature-voltage-controlled-oscillator (QVCO) are reusing the current to reduce the power consumption. A symmetrical AND-type passive mixer which converts 50% local oscillator (LO) signal duty cycle to 25% and trans-impedance-amplifier (TIA), converting single-ended RF into differential base-band without I/Q cross talk. Finally, a programmable low-pass-filter (LPF) makes the receiver to operate in both the standards. The proposed full on chip receiver front end is designed with the UMC 180 nm CMOS technology and post layout simulation result show 42dB of conversion-gain (CG), 14 dB of noise-figure (NF),-15dB of S11 and-16dBm of input referred third order inter modulation intercept point (IIP3). The front end consuming 550 μW of power with 0.8 V supply and occupied an area of 1 mm2.
设计并提出了一种用于物联网(IoT)应用的超低功耗、2.4 GHz ZigBee和蓝牙低功耗(BLE)直接转换接收器前端。共源(CS)低噪声放大器(LNA)和直接后门耦合正交压控振荡器(QVCO)利用电流来降低功耗。一种对称and型无源混频器,可将50%的本振(LO)信号占空比转换为25%,并通过反阻抗放大器(TIA)将单端射频转换为差分基带,无I/Q串扰。最后,一个可编程低通滤波器(LPF)使接收机在两个标准下工作。采用UMC 180nm CMOS技术设计了该全片接收机前端,后布局仿真结果显示转换增益42dB,噪声系数14db, S11 -15dB,输入参考三阶调制间截距(IIP3) 16dbm。前端电源为0.8 V,功耗为550 μW,占地面积为1mm2。
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引用次数: 3
A Reliability and Efficiency Optimization System for Hard-Switching DC/DC Converters 硬开关DC/DC变换器的可靠性和效率优化系统
Pub Date : 2018-06-01 DOI: 10.1109/NEWCAS.2018.8585694
G. Ripamonti, S. Michelis, F. Faccio, S. Saggini, A. Koukab, M. Kayal
The Large Hadron Collider experiments at CERN will use power distribution schemes relying on integrated buck DCIDC converters. Due to the radiation-hardness requirements, the devices used for the development of such converters will have a voltage rating which is close to the converters’ input voltage. The voltage spikes generated during the hard-switching operation can affect the reliability of such low-voltage MOSFETs. A fixed and sufficiently small gate driver current for the high-side switch could be used to guarantee the reliable operation even in the worst-case conditions in terms of input voltage, output current, temperature and process variations. Nevertheless, this would result in a suboptimal efficiency in all the other working conditions. This work presents an integrated system than monitors in real-time the voltage stress, and adjusts the gate driver current to achieve maximum efficiency in all conditions, while ensuring compliance with the reliability specifications. A buck converter including the voltage peak detector and an adjustable gate driver current has been designed in a 130 nm technology, demonstrating the functionality of the voltage stress monitoring system.
欧洲核子研究中心的大型强子对撞机实验将使用依靠集成降压DCIDC转换器的配电方案。由于辐射硬度要求,用于开发这种变换器的器件将具有接近变换器输入电压的额定电压。在硬开关操作过程中产生的电压尖峰会影响这种低压mosfet的可靠性。高侧开关采用固定且足够小的栅极驱动电流,即使在输入电压、输出电流、温度和工艺变化最坏的情况下也能保证可靠的工作。然而,这将导致在所有其他工作条件下的次优效率。这项工作提出了一个集成系统,可以实时监测电压应力,并调整栅极驱动器电流,以在所有条件下实现最大效率,同时确保符合可靠性规范。采用130纳米工艺设计了包括电压峰值检测器和可调栅极驱动电流的降压变换器,展示了电压应力监测系统的功能。
{"title":"A Reliability and Efficiency Optimization System for Hard-Switching DC/DC Converters","authors":"G. Ripamonti, S. Michelis, F. Faccio, S. Saggini, A. Koukab, M. Kayal","doi":"10.1109/NEWCAS.2018.8585694","DOIUrl":"https://doi.org/10.1109/NEWCAS.2018.8585694","url":null,"abstract":"The Large Hadron Collider experiments at CERN will use power distribution schemes relying on integrated buck DCIDC converters. Due to the radiation-hardness requirements, the devices used for the development of such converters will have a voltage rating which is close to the converters’ input voltage. The voltage spikes generated during the hard-switching operation can affect the reliability of such low-voltage MOSFETs. A fixed and sufficiently small gate driver current for the high-side switch could be used to guarantee the reliable operation even in the worst-case conditions in terms of input voltage, output current, temperature and process variations. Nevertheless, this would result in a suboptimal efficiency in all the other working conditions. This work presents an integrated system than monitors in real-time the voltage stress, and adjusts the gate driver current to achieve maximum efficiency in all conditions, while ensuring compliance with the reliability specifications. A buck converter including the voltage peak detector and an adjustable gate driver current has been designed in a 130 nm technology, demonstrating the functionality of the voltage stress monitoring system.","PeriodicalId":112526,"journal":{"name":"2018 16th IEEE International New Circuits and Systems Conference (NEWCAS)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131737671","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
Area and Energy Efficient Magnetic Full Adder based on Differential Spin Hall MRAM 基于差分自旋霍尔MRAM的面积和能量高效磁全加法器
Pub Date : 2018-06-01 DOI: 10.1109/NEWCAS.2018.8585712
Sanjay Prajapati, Z. Zilic, B. Kaushik
The in-memory computing concept has gained significant attraction with the inception of perpendicular magnetic tunnel junction (PMTJ) device, due to its nonvolatility and CMOS compatibility. Recently, several magnetic full-adder (MFA) designs based on spin-transfer torque (STT) and spin- Hall effect (SHE) magnetic random access memories (MRAMs) have been demonstrated. However, they consume higher write energy and occupy larger area. In this work, a novel MFA using differential spin-Hall (DSH) MRAM is proposed. The DSH- MRAM provides simultaneous switching of two PMTJ devices using SHE and generates complementary logic outputs. The single Hall metal (HM) shared by these PMTJ devices offers a very low resistance path for write operation. In this work, an external magnetic field (EMF) is used to assist the SHE current for PMTJ switching that eliminates the need for a STT current. A SPICE-compatible Verilog-A MTJ behaviour model of the proposed MFA is developed. The EMF-assisted DSH-MRAM requires a very short pulse (300 ps) of SHE current to switch both the PMTJs. The proposed MFA exhibits 65% less time, consumes 93% (18%) less write (read) energy, and saves 23% area compared to recent STT/SHE-MTJ based MFA designs.
随着垂直磁隧道结(PMTJ)器件的出现,内存计算概念因其无挥发性和CMOS兼容性而受到极大的关注。近年来,一些基于自旋传递转矩(STT)和自旋霍尔效应(SHE)的磁随机存取存储器(mram)的磁全加法器(MFA)设计已经得到了证实。然而,它们消耗的写入能量更高,占用的面积更大。本文提出了一种新的基于微分自旋-霍尔(DSH) MRAM的MFA。DSH- MRAM使用SHE提供两个PMTJ器件的同时开关,并产生互补的逻辑输出。这些PMTJ器件共享的单霍尔金属(HM)为写入操作提供了非常低的电阻路径。在这项工作中,使用外部磁场(EMF)来辅助PMTJ开关的SHE电流,从而消除了对STT电流的需求。开发了一个spice兼容的Verilog-A MTJ行为模型。emf辅助的DSH-MRAM需要一个非常短的脉冲(300 ps) SHE电流来切换两个pmtj。与最近基于STT/SHE-MTJ的MFA设计相比,所提出的MFA缩短了65%的时间,减少了93%(18%)的写(读)能量,节省了23%的面积。
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引用次数: 4
A New Design Method Of Transitional Polynomial Filters 一种新的过渡多项式滤波器设计方法
Pub Date : 2018-06-01 DOI: 10.1109/NEWCAS.2018.8585511
I. Filanovsky
The paper considers a new design method of transitional filters with characteristics intermediate between that of two polynomial filters with arbitrary denominators of the same order. The method assumes that using two given denominator polynomials one tries to realize two ladder RLC filters (which are called here the “phantom” filters). When the L and C elements of these two ladder “phantom” filters are found, the elements of the transitional “phantom” filter are calculated using linear interpolation between the corresponding Ls and Cs found for given denominator polynomials. Then, using these interpolated values one restores the transitional filter transfer function. The approach is illustrated by design of the transitional filters for the Chebyshev and Butterworth polynomial filters.
本文提出了一种新的过渡滤波器设计方法,该过渡滤波器的特性介于两个同阶任意多项式滤波器的特性之间。该方法假设使用两个给定的分母多项式,试图实现两个阶梯RLC滤波器(这里称为“幻影”滤波器)。当这两个阶梯“幻影”滤波器的L和C元素被找到时,过渡“幻影”滤波器的元素通过在给定的分母多项式中对应的L和C之间的线性插值来计算。然后,使用这些插值值恢复过渡滤波器传递函数。通过设计切比雪夫和巴特沃斯多项式滤波器的过渡滤波器来说明这种方法。
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引用次数: 1
A Comparison of Beamforming Schemes for 5G mm-Wave Small Cell Transmitters 5G毫米波小蜂窝发射机波束形成方案比较
Pub Date : 2018-06-01 DOI: 10.1109/NEWCAS.2018.8585467
Thibaut Despoisse, A. Ghiotto, P. Busson, N. Deltimple
The combination of Massive MIMO (M-MIMO) and small cells has been selected for the fifth generation (5G) of mobile telecommunication system. But large-scale antenna arrays and extreme densification brings an important power consumption which is not compliant with the energy saving needs. Early studies have excluded fully-digital transmitters due to their high power consumption and complexity. However, the benefits of hybrid beamforming systems may not be so obvious. This paper presents an overview of 5G requirements and prospective solutions. It focuses on the base station transmitter topologies for small cells and compare their power consumption and complexity. As hybrid beamforming is suitable for small arrays covering few users, fully-digital transmitters seems compliant with larger systems to reach 5G targets.
第五代(5G)移动通信系统选择了大规模MIMO (M-MIMO)和小型蜂窝的结合。但是,大规模的天线阵列和极端的致密化带来了重要的功耗,这与节能需求不相符。早期的研究排除了全数字发射机,因为它们的高功耗和复杂性。然而,混合波束形成系统的好处可能不那么明显。本文概述了5G需求和未来的解决方案。重点介绍了小型蜂窝基站发射机拓扑结构,并比较了它们的功耗和复杂性。由于混合波束成形适用于覆盖少数用户的小型阵列,因此全数字发射机似乎符合更大的系统,以达到5G目标。
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引用次数: 8
期刊
2018 16th IEEE International New Circuits and Systems Conference (NEWCAS)
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