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2022 17th Conference on Ph.D Research in Microelectronics and Electronics (PRIME)最新文献

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Hardware-Oriented Multi-Exposure Fusion Approach for Real-Time Video Processing on FPGA 面向硬件的多曝光融合FPGA实时视频处理方法
Pub Date : 2022-06-12 DOI: 10.1109/prime55000.2022.9816793
Mario Andrea Sangiovanni, F. Spagnolo, P. Corsonello
This paper presents a multi-exposure fusion approach suitable to be hardware implemented and integrated in real-time video processing pipelines. The proposed approach is inspired by the Merten’s algorithm for blending images in a multi-exposure sequence through simple quality measures, such as saturation and contrast. However, for the purpose of a hardware-friendly implementation, complex Laplacian and Gaussian pyramid computations are here replaced with simpler operations. The proposed approach is suitable to be integrated within a complete system targeting heterogeneous FPGA SoCs. When implemented within the Xilinx Zynq XC7Z020 chip, it runs 94 Mega pixels per second and occupies just 18493 LUTs, which is at least 25% faster and 35.5% cheaper than state-of-the-art designs.
本文提出了一种适合于硬件实现和集成在实时视频处理管道中的多曝光融合方法。该方法的灵感来自于Merten算法,该算法通过简单的质量度量(如饱和度和对比度)在多曝光序列中混合图像。然而,为了硬件友好的实现,复杂的拉普拉斯和高斯金字塔计算在这里被更简单的操作所取代。所提出的方法适合集成在针对异构FPGA soc的完整系统中。当在Xilinx Zynq XC7Z020芯片中实现时,它每秒运行94百万像素,仅占用18493 lut,比最先进的设计至少快25%,便宜35.5%。
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引用次数: 0
Low Power Spike Detector for Brain-Silicon Interface using Differential Amplitude Slope Operator 基于差分振幅斜率算子的脑硅界面低功率尖峰检测器
Pub Date : 2022-06-12 DOI: 10.1109/prime55000.2022.9816758
Gerardo Saggese, Efstratios Zacharelos, A. Strollo
High-density implantable microelectrode arrays allow to study in-vivo a wide neuron population with the help thousands of integrated electrodes. Such a high electrodes count generates a large amount of data which poses severe challenges in the design of long-term implantable silicon interfaces that rely on a limited power budget and a narrow transmission bandwidth. In such a scenario, reliable spike detectors are needed, as they allow to transmit only the relevant neural information (the neuron action potential) instead of the whole raw recording. Spike detectors based on energy operators provide a good compromise between detection performance and hardware complexity. However, they require a suitable smoothing filter that affects both area occupation and power dissipation. In this paper, we propose a spike detector based on the cascade of two energy operators, without smoothing, and the use of a new simple adaptative threshold calculation. We show that this technique provides good detection metrics compared to previous approaches, for different SNR levels and with several noise models. The proposed system has been synthesized in TSMC 28 nm CMOS technology showing a per-channel area occupation of 0.0021 m$text{m}^{2}$ with a power consumption of 0.15 $mu$W, comparing favorably with the state of art of brain machine silicon interfaces.
高密度可植入的微电极阵列允许在体内研究广泛的神经元群,帮助成千上万的集成电极。如此高的电极数量产生了大量的数据,这对长期植入式硅接口的设计提出了严峻的挑战,这些接口依赖于有限的功率预算和狭窄的传输带宽。在这种情况下,需要可靠的脉冲检测器,因为它们只允许传输相关的神经信息(神经元动作电位),而不是整个原始记录。基于能量算子的尖峰检测器在检测性能和硬件复杂性之间提供了很好的折衷。然而,它们需要一个合适的平滑滤波器,同时影响面积占用和功耗。在本文中,我们提出了一种基于两个能量算子级联的尖峰检测器,没有平滑,并使用了一种新的简单的自适应阈值计算。我们表明,与以前的方法相比,该技术提供了良好的检测指标,适用于不同的信噪比水平和几种噪声模型。该系统采用台积电28纳米CMOS技术合成,其每通道面积占用为0.0021 m$text{m}^{2}$,功耗为0.15 $mu$W,与目前先进的脑机硅接口相比具有优势。
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引用次数: 0
Simultaneous Wireless Power and Data Transmission Through a Single Inductive Link For Multiple Implantable Medical Devices 多个植入式医疗设备通过单个感应链路同时无线供电和数据传输
Pub Date : 2022-06-12 DOI: 10.1109/prime55000.2022.9816782
Mohammad Javad Karimi, Yuxuan Zhou, C. Dehollain, A. Schmid
Inductive power transfer (IPT) is a developing technique for wireless power and data communication systems in the application of implanted medical devices (IMDs). Multiple implants are developed to cover large areas and satisfy the clinical requirements of distributed and long-term biological data acquisition or treatment. In this paper, an analysis of wirelessly-powered implants is proposed to efficiently provide the required power to send and receive data from multiple implants to the external unit. The concept of using different operation frequencies for each implant is also presented, while data transmission employs amplitude and load shift keying (ASK and LSK) for forward and backward telemetry, respectively.
感应功率传输(IPT)是在植入式医疗设备(imd)中应用的无线电源和数据通信系统的一项新兴技术。开发多个植入物覆盖大面积,满足临床对分布式和长期生物数据采集或治疗的需求。在本文中,提出了一种无线供电植入物的分析,以有效地提供所需的电力,从多个植入物发送和接收数据到外部单元。还提出了为每个植入物使用不同工作频率的概念,而数据传输分别采用幅度和负载移位键控(ASK和LSK)进行前向和后向遥测。
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引用次数: 2
An Automatic Tuning System to Improve Near-Field Powering in Implanted Electronics 一种改善植入式电子器件近场供电的自动调谐系统
Pub Date : 2022-06-12 DOI: 10.1109/prime55000.2022.9816783
Riccardo Collu, Cinzia Salis, M. Barbaro
Developments in the field of inductive charging have opened the door to the use of devices without a battery or with a wireless rechargeable battery. Although this aspect is significant in the field of wearable devices, it is even more significant in the field of transcutaneous connections for implanted electronics and batteries that can greatly benefit the safety and comfort of the patient. The performance on the ability to transmit and store energy through an inductive channel can, however, be influenced by various environmental and manufacturing factors, with significant variations on the effective values of the LC resonant pair. In this regard, an automatic tuning mechanism based on a SAR algorithm implemented in 180nm CMOS technology is proposed.
感应充电领域的发展为使用无电池或无线充电电池的设备打开了大门。虽然这方面在可穿戴设备领域具有重要意义,但在植入式电子产品和电池的经皮连接领域更为重要,可以极大地有利于患者的安全性和舒适性。然而,通过电感通道传输和存储能量的性能会受到各种环境和制造因素的影响,LC谐振对的有效值会发生显著变化。为此,提出了一种基于SAR算法的自动调谐机制,实现在180nm CMOS技术上。
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引用次数: 0
Optimization and characterization of inkjet printed interdigitated electrode geometries for impedance measurements 用于阻抗测量的喷墨印刷交叉数字电极几何形状的优化和表征
Pub Date : 2022-06-12 DOI: 10.1109/prime55000.2022.9816789
Kunj Himanshu Vora, N. Kordas, K. Seidl
There is an increasing demand for continuous monitoring of biochemical parameters. Such applications require label-free sensing techniques which can be implemented on a variety of substrates. An impedance spectroscopy-based technique, using interdigitated electrodes is described. The electrodes with different geometrical parameters are fabricated by inkjet printing of silver nanoparticles on a flexible polyethylene substrate. The electrodes geometries differ in their metallization ratios. Impedance measurements are performed with DI water to determine the influence of metallization ratio on the electrode capacitance. From these results, the electrode that offers the highest capacitance is further characterized by measurements with ethanol-water mixtures. The results show that there is a decrease in capacitance of 0.1 pF per % increase of ethanol concentration. This is due to the decrease in permittivity as the ethanol concentration increases. The sensor is sensitive to the changing permittivity values. Therefore, an impedance-based, label-free, sensor concept on flexible substrate has been implemented.
对生化参数的连续监测的需求日益增加。这样的应用需要无标签传感技术,这种技术可以在各种基板上实现。描述了一种基于阻抗谱的交叉电极技术。通过在柔性聚乙烯基板上喷墨打印银纳米颗粒,制备了具有不同几何参数的电极。电极的几何形状在金属化比率上有所不同。用去离子水进行阻抗测量,以确定金属化率对电极电容的影响。从这些结果中,提供最高电容的电极通过乙醇-水混合物的测量进一步表征。结果表明,乙醇浓度每增加1%,电容就会降低0.1 pF。这是由于随着乙醇浓度的增加介电常数降低。传感器对介电常数值的变化很敏感。因此,在柔性基板上实现了基于阻抗、无标签的传感器概念。
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引用次数: 0
Leaky Integrate-and-Fire Neuron with a Refractory Period Mechanism for Invariant Spikes 具有不应期机制的漏性整合-放电神经元
Pub Date : 2022-06-12 DOI: 10.1109/prime55000.2022.9816777
Hendrik M. Lehmann, Julian Hille, Cyprian Grassmann, V. Issakov
Spiking neural networks (SNNs) are a widespread research topic, as they are a promising solution for efficient and low-energy signal processing. The advantage in energy consumption of SNN algorithms pre-developed in software is obtained by their transfer to neural application-specific integrated circuits (ASICs). The neurons and synapses that are used on algorithm level have to be mapped by special circuits on the hardware level. One of the most widely used neuron models due to its low computational complexity and high biological inspiration is the leaky integrate-and-fire (LIF) neuron. In this paper, a modification of an energy-efficient LIF neuron is presented with a novel method to use a refractory period (RP) to generate invariant output spikes. By modifying the RP mechanism, the controllability and stability of entire SNN systems on the circuit level can be significantly improved. Due to the low energy of 1.4 pJ / spike and the invariance of these, it becomes easier to predict the total energy consumption of a large-scale SNN. The concept is verified in measurement by fabricating the circuit in a 130 nm BiCMOS process.
脉冲神经网络(SNNs)作为一种高效、低能量的信号处理方法,是一个广泛的研究课题。在软件中预先开发的SNN算法的能量消耗优势是通过将其转移到神经专用集成电路(asic)中获得的。算法级使用的神经元和突触必须通过硬件级的特殊电路进行映射。漏失积分-点火(LIF)神经元模型是目前应用最广泛的神经元模型之一,具有计算复杂度低、生物学启发性强等优点。本文提出了一种改进节能LIF神经元的新方法,利用不应期(RP)产生不变输出尖峰。通过修改RP机制,可以显著提高整个SNN系统在电路层面的可控性和稳定性。由于1.4 pJ /尖峰的低能量及其不变性,使得预测大规模SNN的总能量消耗变得更加容易。通过在130 nm BiCMOS工艺中制造电路,验证了该概念。
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引用次数: 5
The negative impact of anode resistance on SiPMs as VLC receivers 阳极电阻对sipm作为VLC接收器的负面影响
Pub Date : 2022-06-12 DOI: 10.1109/prime55000.2022.9816749
W. Matthews, S. Collins
The process used to detect individual photons in passively quenched Silicon Photomultipliers (SiPMs) creates a nonlinear response. A model is presented to show this nonlinearity is an unavoidable consequence of microcells recharging after a detection. However, results are presented which show the nonlinearity is increased by the inclusion of an anode readout resistor. Removal of this resistor improves ambient light performance of communication links by a factor of 1.9 under 300 $mathrm{mWm}^{-2}$ of total 405 nm irradiance.
在被动淬火硅光电倍增管(SiPMs)中检测单个光子的过程产生非线性响应。提出了一个模型来说明这种非线性是微电池在检测后充电不可避免的后果。然而,结果表明,非线性增加了阳极读出电阻的包含。在405nm总辐照度为300 $ mathm {mWm}^{-2}$的情况下,去除该电阻可将通信链路的环境光性能提高1.9倍。
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引用次数: 1
A wearable electronic system for EEG recording 一种用于脑电图记录的可穿戴电子系统
Pub Date : 2022-06-12 DOI: 10.1109/prime55000.2022.9816817
Riccardo Collu, A. Mascia, A. Spanu, M. Fraschini, P. Cosseddu, M. Barbaro
The past decade has been characterized by an impressive surge of wearable electronics devices for biopotential recording applications. Due to its important potential impact, the recording of EEG (electroencephalography) signals recently raised considerable interest within this new paradigm of human-electronics interfacing. Ideally, this application would require minimally-invasive wearable acquisition devices and highly comfortable recording electrodes, two important and complex features that have not been completely resolved. The main problems concerning the implementation of a wearable electronic system for EEG recordings are thus related, on one hand, to the processing/acquisition electronic board and, on the other hand, to the employed acquisition electrodes and their contact with the skin. In particular, the readout electronics for this application should be low-power and possibly easy to integrate in a wearable system, while the electrodes should be as imperceptible as possible, thus allowing comfortable long-term acquisitions. With the intent of providing an efficient solution to both issues, we propose a a very low size and weight (13x15x2cm, 46g), low power, with estimated battery duration of 28h, wearable electronic system for EEG monitoring that has been preliminary validated by the means of ultra-conformable epidermal electrodes.
过去十年的特点是用于生物电位记录应用的可穿戴电子设备出现了令人印象深刻的激增。由于其重要的潜在影响,脑电图(脑电图)信号的记录最近引起了人们对这种人机交互新范式的极大兴趣。理想情况下,这种应用将需要微创可穿戴采集设备和高度舒适的记录电极,这两个重要而复杂的功能尚未完全解决。因此,关于实现用于脑电图记录的可穿戴电子系统的主要问题一方面与处理/采集电子板有关,另一方面与所采用的采集电极及其与皮肤的接触有关。特别是,用于该应用的读出电子设备应该是低功耗的,并且可能易于集成到可穿戴系统中,而电极应该尽可能不易察觉,从而允许舒适的长期获取。为了为这两个问题提供有效的解决方案,我们提出了一个非常小的尺寸和重量(13x15x2cm, 46g),低功耗,估计电池持续时间为28h,用于EEG监测的可穿戴电子系统,该系统已通过超整合表皮电极进行了初步验证。
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引用次数: 0
Planar Capacitive Transducers for a Miniaturized Particulate Matter Detector 小型化颗粒物质探测器的平面电容式传感器
Pub Date : 2022-06-12 DOI: 10.1109/prime55000.2022.9816769
Umberto Ferlito, Angela Cisto, Luigi Ferro, G. Bruno, A. D. Grasso
Planar capacitive transducers represent a widespread approach in various sensors since they are amenable to be integrated onto the same die of the electronic front end. The conventional interdigital topology is usually adopted due to its inherent simplicity and modularity. In this paper we explore unconventional topologies of planar capacitive transducers in order to optimize capacitance variation in a fully-integrated CMOS capacitive airborne particulate matter detector. Simulations shows that the circular concentrical topology exhibits the best performance for PM10 detection irrespectively of the particle distance.
平面电容式传感器在各种传感器中是一种广泛的方法,因为它们可以集成到电子前端的同一芯片上。由于其固有的简单性和模块化,通常采用传统的数字间拓扑。在本文中,我们探索了平面电容式换能器的非常规拓扑结构,以优化全集成CMOS电容式空气颗粒物探测器的电容变化。仿真结果表明,无论粒子距离如何,圆形同心圆拓扑结构对PM10的检测效果最好。
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引用次数: 0
A Study on ESD-CDM Cross-Power Domain Failures ESD-CDM跨功率域故障研究
Pub Date : 2022-06-12 DOI: 10.1109/prime55000.2022.9816786
Mihaela-Daniela Dobre, P. Coll, G. Brezeanu
A study about Electrostatic Discharge-Charge Device Model (ESD-CDM) phenomena met in cross-power domain architectures is presented in this paper. The emphasis will be on the limitations of a protection method based on Grounded Gate nMOS (ggnMOS) device with different geometries in an advanced technology node. The considered CDM stress levels varied from 500V up to 2000V. The investigation is based on a test-chip implementation with all the designed architectures. For the recommended 500V CDM stress, a good protection is offered by a ggnMOS structure with channel length increased with at least 50% of the minimum value, in combination with any width in range of 120nm-1$mu$m.
本文研究了在交叉功率域结构中遇到的静电放电-电荷器件模型(ESD-CDM)现象。重点是在先进技术节点中基于不同几何形状的接地栅nMOS (ggnMOS)器件的保护方法的局限性。考虑的CDM应力水平从500V到2000V不等。该研究基于具有所有设计架构的测试芯片实现。对于推荐的500V CDM应力,通道长度至少增加最小值的50%的ggnMOS结构可以提供良好的保护,并结合120nm-1$mu$m范围内的任何宽度。
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引用次数: 0
期刊
2022 17th Conference on Ph.D Research in Microelectronics and Electronics (PRIME)
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