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2013 IEEE Biomedical Circuits and Systems Conference (BioCAS)最新文献

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Computation using mismatch: Neuromorphic extreme learning machines 不匹配计算:神经形态极限学习机
Pub Date : 2013-12-12 DOI: 10.1109/BIOCAS.2013.6679697
Enyi Yao, Shaista Hussain, A. Basu, G. Huang
In this paper, we describe a low power neuromorphic machine learner that utilizes device mismatch prevalent in today's VLSI processes to perform a significant part of the computation while a digital back end enables precision in the final output. The particular machine learning algorithm we use is extreme learning machine (ELM). Mismatch in silicon spiking neurons and synapses are used to perform the vector-matrix multiplication (VMM) that forms the first stage of this classifier and is the most computationally intensive. System simulations are presented to evaluate the dependence of performance (in a classification and a regression task) on analog and digital parameters like weight resolution, maximum spike frequency etc. SPICE simulations show that the proposed implementation is ≈ 92X more energy efficient as opposed to custom digital implementations for a classification task with 100 dimensional inputs. Measurement results for a regression task from a field programmable analog array (FPAA) fabricated in 0.35μm CMOS are presented as a proof of concept.
在本文中,我们描述了一种低功耗神经形态机器学习,它利用当今VLSI工艺中普遍存在的器件不匹配来执行计算的重要部分,而数字后端可以实现最终输出的精度。我们使用的特殊机器学习算法是极限学习机(ELM)。硅尖峰神经元和突触的不匹配用于执行向量矩阵乘法(VMM),这是该分类器的第一阶段,也是计算最密集的阶段。提出了系统仿真来评估性能(在分类和回归任务中)对模拟和数字参数(如权重分辨率,最大尖峰频率等)的依赖性。SPICE仿真表明,对于具有100维输入的分类任务,与自定义数字实现相比,所提出的实现节能约92倍。在0.35μm CMOS中制作的现场可编程模拟阵列(FPAA)的回归任务的测量结果作为概念验证。
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引用次数: 15
Nanogap-based enzymatic-free electrochemical detection of glucose 基于纳米间隙的葡萄糖无酶电化学检测
Pub Date : 2013-12-12 DOI: 10.1109/BIOCAS.2013.6679656
Ismael Rattalino, P. Ros, I. Taurino, F. Cortés-Salazar, G. Piccinini, D. Demarchi, G. Micheli, S. Carrara
Although non-enzymatic glucose sensors have demonstrated better stability and reproducibility with respect to enzymatic ones, so far they have been inappropriate for most applications, since they require alkaline conditions to achieve the necessary sensitivity. In this work, we propose a gold nanogap-based non-enzymatic sensor to localize the generation of alkaline conditions inside the gap, thus preserving the overall pH in the media during glucose detection. The working principle is based on an electrochemical bi-potentiostatic measurement, where an alkaline aqueous condition is locally generated at one side of nanogap, while glucose detection is performed at the counterpart. To this purpose, a nanogap array platform was fabricated by means of standard lithography and controlled electromigration. Mono-potentiostatic electrochemical detection of ascorbic acid was successfully performed to preliminary test the platform prior to measuring glucose in bi-potentiostatic mode. Cyclic voltammetries reveal that two oxidation peaks are sensitive to glucose concentration, making nanogap glucose detection possible in principle. This promising proof of concept could be innovative in bio-applications with implantable devices or direct monitoring of cell culture, where neutral pH in contact with living tissue is required. Further geometrical improvements of the system to increase the durability of the sensor are currently still in progress, and are briefly discussed in the final part of the paper.
尽管非酶葡萄糖传感器已经证明了比酶葡萄糖传感器更好的稳定性和可重复性,但到目前为止,它们还不适合大多数应用,因为它们需要碱性条件才能达到必要的灵敏度。在这项工作中,我们提出了一种基于金纳米间隙的非酶传感器,用于定位间隙内碱性条件的产生,从而在葡萄糖检测过程中保持培养基中的整体pH。工作原理是基于电化学双恒电位测量,其中在纳米间隙的一侧局部产生碱性水条件,而在对应的位置进行葡萄糖检测。为此,采用标准光刻和可控电迁移的方法制备了纳米隙阵列平台。在双恒电位模式下测定葡萄糖之前,成功地进行了抗坏血酸的单恒电位电化学检测,对平台进行了初步测试。循环伏安法显示两个氧化峰对葡萄糖浓度敏感,使纳米间隙葡萄糖检测在原则上成为可能。这一有希望的概念证明在生物应用中具有创新性,可植入设备或直接监测细胞培养,其中需要与活组织接触的中性pH值。进一步的几何改进系统,以增加传感器的耐用性目前仍在进行中,并在论文的最后部分简要讨论。
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引用次数: 0
New bipolar and hybrid Argon Plasma Coagulation technologies enable improved electrosurgical results 新的双极和混合氩等离子体凝固技术使电外科手术的结果得到改善
Pub Date : 2013-12-12 DOI: 10.1109/BioCAS.2013.6679720
Daniel A. Friedrichs, James G. R. Gilbert, J. Sartor
A new power supply circuit significantly increases the utility of Argon Plasma Coagulation by varying patient inclusion in the plasma-forming circuit, and by supporting novel bipolar plasma instruments. This technology spans a large gap in present plasma medicine market offerings, increasing controllability and producing previously-unobtainable tissue effects.
一种新的电源电路通过改变患者在等离子体形成电路中的包含,以及支持新型双极等离子体仪器,显着提高了氩等离子体凝固的效用。这项技术弥补了目前血浆药物市场产品的巨大空白,提高了可控性,并产生了以前无法获得的组织效应。
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引用次数: 0
A 430nW 64nV/vHz current-reuse telescopic amplifier for neural recording applications 用于神经记录应用的430nW 64nV/vHz电流复用伸缩放大器
Pub Date : 2013-12-12 DOI: 10.1109/BioCAS.2013.6679704
Shuang Song, M. Rooijakkers, P. Harpe, C. Rabotti, M. Mischi, A. Roermund, E. Cantatore
This paper presents a low-power low-noise amplifier for neural recording applications. A single-stage current-reuse telescopic topology is proposed to achieve high DC gain and improve the noise efficiency factor (NEF) while allowing the amplifier to be scaled for high bandwidth sensing applications and/or to achieve lower thermal noise floor. The design is fabricated in a standard 0.18μm CMOS process and occupies an active area of 0.16mm2. Experimental measurements show a 430nW power consumption from a 1.2V supply, a thermal noise floor of 63.8nV/√Hz and a corresponding NEF of 1.5.
本文提出了一种用于神经记录的低功耗低噪声放大器。提出了一种单级电流重用伸缩拓扑结构,以实现高直流增益并提高噪声效率因子(NEF),同时允许放大器缩放以适应高带宽传感应用和/或实现更低的热噪声底。该设计采用标准的0.18μm CMOS工艺制造,占据0.16mm2的有效面积。实验测量表明,在1.2V电源下,功耗为430nW,热噪声底板为63.8nV/√Hz,相应的NEF为1.5。
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引用次数: 33
Development of low-cost plastic microfluidic sensors toward rapid and point-of-use detection of arsenic in drinking water for global health 低成本塑料微流体传感器的发展,为全球健康快速和使用点检测饮用水中的砷
Pub Date : 2013-12-12 DOI: 10.1109/BioCAS.2013.6679652
U. Kim, J. VanderGiessen, B. Demaree, Mary Reynolds, Kyle Perricone
The difficulty of detecting small quantities of arsenic in water currently threatens the health of millions of people worldwide, as long-term exposure to arsenic has been associated with both cancerous and noncancerous health risks. Existing technologies make it possible to very accurately quantify arsenic levels in water; however the expense, extensive training, and off-site analysis required by these methods impede wide scale-use. Electrochemical detection in a microfluidic platform offers many advantages, such as portability, minimal use of instrumentation, and ready integration with electronics. Toward a solution to water quality interventions, we have demonstrated an affordable and point-of-use microfluidic platform capable of detecting trace amounts of arsenic in groundwater samples. Our electrochemical sensor utilizes a three-electrode system with carbon, silver, and silver/silver chloride ink electrodes printed onto a disposable plastic substrate. A small water sample is applied to the electrodes and the current response is quickly captured, returning quantitative information to the user, which alleviates the lag times and imprecise colorimetric assays that encumber current arsenic detection systems.
检测水中微量砷的困难目前威胁着全世界数百万人的健康,因为长期接触砷与癌症和非癌症健康风险有关。现有技术可以非常准确地量化水中的砷含量;然而,这些方法所需要的费用、广泛的培训和非现场分析阻碍了大规模使用。微流控平台中的电化学检测具有许多优点,如便携性,仪器的使用最少,以及与电子器件的集成。为了解决水质干预问题,我们已经展示了一种经济实惠的微流控平台,能够检测地下水样本中的微量砷。我们的电化学传感器采用三电极系统,将碳、银和银/氯化银油墨电极印刷在一次性塑料基板上。将一个小水样应用到电极上,并迅速捕获电流响应,将定量信息返回给用户,从而减轻了滞后时间和不精确的比色分析,这些分析妨碍了当前的砷检测系统。
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引用次数: 12
Time-lapse imaging of human heartbeats using UWB radar 利用超宽带雷达延时成像人类心跳
Pub Date : 2013-12-12 DOI: 10.1109/BioCAS.2013.6679659
S. Brovoll, T. Berger, Y. Paichard, Øyvind Aardal, T. Lande, S. Hamran
Radar systems for detection of human heartbeats have mostly been single-channel systems with limited spatial resolution. In this paper, a radar for ultra-wideband (UWB) imaging of dynamic reflectors inside the human body is presented. To make the radar waves penetrate the human tissue a body-contact antenna is used. The antenna is an array with eight elements, and an antenna switch system connects the radar to the individual elements in sequence to form an image. Successive images are used to build up a time-lapse movie of the beating heart with a frame rate of 25 Hz. Measurements on a human test subject are presented and heartbeat waveforms are extracted at specific locations inside the body. The experiments indicate sufficient resolution for observation of different moving parts of the heart and may provide basis for live diagnosis.
用于检测人类心跳的雷达系统大多是空间分辨率有限的单通道系统。本文介绍了一种用于人体内部动态反射器超宽带成像的雷达。为了使雷达波穿透人体组织,使用了与人体接触的天线。天线是由8个单元组成的阵列,天线开关系统将雷达按顺序连接到各个单元以形成图像。连续的图像被用来建立心跳的延时电影,帧率为25赫兹。在人体测试对象的测量显示和心跳波形提取在体内的特定位置。实验结果表明,该方法具有足够的分辨率,可以观察心脏的不同运动部位,为实时诊断提供依据。
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引用次数: 11
Selecting a safe power level for an indoor implanted UWB wireless biotelemetry link 为室内植入的超宽带无线生物遥测链路选择安全功率水平
Pub Date : 2013-12-12 DOI: 10.1109/BioCAS.2013.6679681
Kerron R. Duncan, R. Etienne-Cummings
In this paper we analyze a wireless biotelemetry link for an implanted UWB antenna located in the upper arm of a human. We use finite element analysis to characterize the specific absorption rate (SAR) of the surrounding tissue to determine the limits on transmitter power level for safe operation within the FCC restrictions on implanted electronics. We show the tradeoffs of safe transmit power levels verses bit error rate (BER), distance and data rate (Rb) for line of sight (LOS) and non-line of sight (NLOS) indoor propagation channels. A link budget is created to determine the received power levels for our FCC SAR compliant system as a function of distance, data rate and system bandwidth. Results demonstrate that for a BER of 1e-6 and data rate of 100 Mbps, the biotelemetry system can communicate using FSK modulation for distances up to 3.5 m and 0.7 m assuming worst case LOS and NLOS path loss environments, respectively. The system is analyzed using the maximum bandwidth (7.5 GHz) of the UWB spectrum and various FCC limited transmit power levels.
在本文中,我们分析了一个无线生物遥测链路植入式超宽带天线位于一个人的上臂。我们使用有限元分析来表征周围组织的比吸收率(SAR),以确定在FCC对植入电子设备的限制范围内安全运行的发射机功率水平限制。我们展示了安全发射功率水平与误码率(BER)、距离和数据速率(Rb)在视线(LOS)和非视线(NLOS)室内传播信道中的权衡。创建链路预算以确定我们的FCC SAR兼容系统的接收功率水平,作为距离,数据速率和系统带宽的函数。结果表明,在误码率为1e-6、数据速率为100 Mbps的情况下,生物遥测系统可以在最坏的LOS和NLOS路径损失环境下,分别在3.5 m和0.7 m的距离上使用FSK调制进行通信。利用UWB频谱的最大带宽(7.5 GHz)和各种FCC限制发射功率水平对系统进行了分析。
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引用次数: 12
A fully analog low-power wavelet-based Hearing Aid Front-end 全模拟低功耗小波助听器前端
Pub Date : 2013-12-12 DOI: 10.1109/BioCAS.2013.6679684
José E. G. Medeiros, Lucas A. P. Chrisostomo, Gabriela Meira, Yuri C. R. Toledo, Matheus Pimenta, S. Haddad
This paper presents a new low-power Hearing Aid Front-end based on an analog wavelet transform signal processing. The system consists of an analog wavelet filter bank and an Automatic Gain Control (AGC), with a new topology for the decision logic and a new circuit design for the Programable Gain Amplifier (PGA). From simulation results, using a 0.18um CMOS technology, the proposed circuit shows very good performance with respect to Signal-to-Noise Ratio (SNR) and loudness behavior in an ultra low-power environment.
本文提出了一种基于模拟小波变换信号处理的新型低功耗助听器前端。该系统由模拟小波滤波器组和自动增益控制(AGC)组成,决策逻辑采用新的拓扑结构,可编程增益放大器(PGA)采用新的电路设计。从仿真结果来看,采用0.18um CMOS技术的电路在超低功耗环境下的信噪比(SNR)和响度行为方面表现出非常好的性能。
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引用次数: 4
Energy-efficient two-stage Compressed Sensing method for implantable neural recordings 植入式神经记录的节能两阶段压缩感知方法
Pub Date : 2013-12-12 DOI: 10.1109/BioCAS.2013.6679661
Yuanming Suo, J. Zhang, R. Etienne-Cummings, T. Tran, S. Chin
For in-vivo neuroscience experiments, implantable neural recording devices have been widely used to capture neural activity. With high acquisition rate, these devices require efficient on-chip compression methods to reduce power consumption for the subsequent wireless transmission. Recently, Compressed Sensing (CS) approaches have shown great potentials, but there exists the tradeoff between the complexity of the sensing circuit and its compression performance. To address this challenge, we proposed a two-stage CS method, including an on-chip sensing using random Bernoulli Matrix S and an off-chip sensing using Puffer transformation P. Our approach allows a simple circuit design and improves the reconstruction performance with the off-chip sensing. Moreover, we proposed to use measureed data as the sparsifying dictionary D. It delivers comparable reconstruction performance to the signal dependent dictionary and outperforms the standard basis. It also allows both D and P to be updated incrementally with reduced complexity. Experiments on simulation and real datasets show that the proposed approach can yield an average SNDR gain of more than 2 dB over other CS approaches.
在活体神经科学实验中,植入式神经记录装置已被广泛用于捕捉神经活动。由于采集速率高,这些设备需要高效的片上压缩方法来降低后续无线传输的功耗。近年来,压缩感知(CS)方法显示出巨大的潜力,但在感知电路的复杂性和压缩性能之间存在权衡。为了解决这一挑战,我们提出了一种两阶段的CS方法,包括使用随机伯努利矩阵S的片上传感和使用Puffer变换p的片外传感。我们的方法允许简单的电路设计,并提高了片外传感的重建性能。此外,我们提出使用测量数据作为稀疏字典d,它提供了与信号相关字典相当的重建性能,并且优于标准基。它还允许以较低的复杂性增量地更新D和P。在仿真和真实数据集上的实验表明,与其他CS方法相比,该方法的平均SNDR增益大于2 dB。
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引用次数: 10
On-chip base sequencing using a two-stage reaction-control scheme: 3.6-times-faster and 1/100-reduced-data-volume ISFET-based DNA sequencer 芯片上的基础测序使用两阶段的反应控制方案:3.6倍的速度和1/100减少数据量基于isfet的DNA测序仪
Pub Date : 2013-12-12 DOI: 10.1109/BioCAS.2013.6679668
Y. Yanagawa, N. Itabashi, S. Migitaka, Takahide Yokoi, Makiko Yoshida, T. Kawahara
A novel two-stage reaction-control scheme with a background-cancelling circuit - for reducing data volume and analysis time of an ion-sensitive-FET (ISFET) - based DNA sequencer-is proposed. The scheme successfully reduces the background noise and renders time-consuming background analysis unnecessary. It also reduces sample-to-data time by 72% (3.6 times faster) and data volume by two orders of magnitude.
为了减少离子敏感场效应管(ISFET) DNA测序仪的数据量和分析时间,提出了一种具有背景抵消电路的新型两级反应控制方案。该方案成功地降低了背景噪声,避免了耗时的背景分析。它还将样本到数据的时间缩短了72%(快了3.6倍),数据量减少了两个数量级。
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引用次数: 4
期刊
2013 IEEE Biomedical Circuits and Systems Conference (BioCAS)
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