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2012 IEEE 30th VLSI Test Symposium (VTS)最新文献

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Exploiting X-correlation in output compression via superset X-canceling 利用超集x抵消在输出压缩中的x相关性
Pub Date : 2012-04-23 DOI: 10.1109/VTS.2012.6231100
Jinsuk Chung, N. Touba
An alternative to masking unknown (X) values before the compactor (i.e., X-masking) is to capture X's in the MISR and cancel them out after compaction (i.e., X-canceling). Existing X-canceling methodologies require a number of control bits to perform the X-canceling that is linear in the number of X's to be canceled. This paper describes a new methodology for X-canceling which can exploit the fact that the scan cells in which X's are captured tend to be highly correlated in order to significantly reduce the number of control bits required for X-canceling. X's tend to be generated in certain portions of the design, and hence certain scan cells capture X's with much higher frequency than other scan cells. Instead of custom generating the control bits to cancel out only the X's in one MISR signature, the proposed approach finds a general superset solution which can cancel out the X's for many MISR signatures. This allows the same control bits to be reused many times thereby significantly improving the amount of compression that can be obtained. Architectures for implementing superset X-canceling are described along with experimental results.
在压缩器(即X屏蔽)之前屏蔽未知(X)值的另一种方法是捕获MISR中的X,并在压缩之后将其取消(即X取消)。现有的X消去方法需要一些控制位来执行X消去,X消去在要消去的X的数量上是线性的。本文描述了一种新的X消除方法,该方法可以利用捕获X的扫描单元倾向于高度相关的事实,以显着减少X消除所需的控制位的数量。X倾向于在设计的某些部分产生,因此某些扫描单元以比其他扫描单元高得多的频率捕获X。该方法不是自定义生成控制位来抵消一个MISR签名中的X,而是找到一个通用的超集解决方案,可以抵消许多MISR签名中的X。这使得相同的控制位可以被多次重用,从而显著提高了可以获得的压缩量。描述了实现超集x消去的体系结构,并给出了实验结果。
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引用次数: 6
SAT-ATPG using preferences for improved detection of complex defect mechanisms SAT-ATPG使用偏好来改进复杂缺陷机制的检测
Pub Date : 2012-04-23 DOI: 10.1109/VTS.2012.6231098
A. Czutro, M. Sauer, Tobias Schubert, I. Polian, B. Becker
Failures caused by phenomena such as crosstalk or power-supply noise are gaining in importance in advanced nanoscale technologies. The detection of such complex defects benefits from the satisfaction of certain constraints, for instance justifying specific transitions on neighbouring lines of the defect location. We present a SAT-based ATPG-tool that supports the enhanced conditional multiple-stuck-at fault model (ECMS@). This model can specify multiple fault locations along with a set of hard conditions imposed on arbitrary lines; hard conditions must hold in order for the fault effect to become active. Additionally, optimisation constraints that may be required for best coverage can be specified via a set of soft conditions. The introduced tool justifies as many of these conditions as possible, using a mechanism known as SAT with preferences. Several applications are discussed and evaluated by extensive experimental data. Furthermore, a novel fault-clustering technique is introduced, thanks to which the time required to classify all stuck-at faults in a suite of industrial benchmarks was reduced by up to 65%.
在先进的纳米技术中,由串扰或电源噪声等现象引起的故障越来越重要。这种复杂缺陷的检测得益于对某些约束的满足,例如,在缺陷位置的邻近线上证明特定的转换。我们提出了一个基于sat的atpg工具,该工具支持增强型条件多重卡在故障模型(ECMS@)。该模型可以指定多个故障位置以及施加在任意线路上的一组硬性条件;为了使故障效应变得有效,必须保持硬条件。此外,最佳覆盖率所需的优化约束可以通过一组软条件来指定。引入的工具使用一种称为带有偏好的SAT机制,尽可能多地证明了这些条件。通过大量的实验数据对几种应用进行了讨论和评价。此外,还引入了一种新的故障聚类技术,由于该技术,在一套工业基准中对所有卡在故障进行分类所需的时间减少了65%。
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引用次数: 18
Small-delay defects detection under process variation using Inter-Path Correlation 基于路径间相关的工艺变化下的小延迟缺陷检测
Pub Date : 2012-04-23 DOI: 10.1109/VTS.2012.6231091
Francisco J. Galarza-Medina, J. L. Garcia-Gervacio, V. Champac, A. Orailoglu
Detection of Small Delay Defects (SDDs) is a major concern in modern circuits using nanometer technologies. They are difficult to test and an important source of test escapes, and even when SDDs do not produce functional failures, they represent a reliability risk. The detection of these defects aggravates in the presence of process variations. In this paper, a methodology to detect SDDs in the presence of process variations using delay correlation information between paths of a circuit is proposed. This methodology exploits the concept that for two highly correlated paths, an important part of the delay variance in one path can be described by the delay variance in the second path. The methodology has been further extended to consider multiple path correlation thus improving the detection of SDDs. This methodology is able to distinguish delay defects from process variations. A metric is also proposed to quantify the SDD screenable variance that represents the percentage of variance where a defect can be detected. A statistical timing analysis framework has been developed and implemented to compute timing information and Inter-Path Correlation (IPC). Spatial and structural correlation, and random dopant fluctuations are considered. Simulation results in 74LS85 and ISCAS85 benchmark circuits evince the feasibility of the proposed methodology.
在现代纳米电路中,小延迟缺陷的检测是一个重要的问题。它们很难测试,并且是测试逃逸的重要来源,即使在sdd不产生功能故障的情况下,它们也代表着可靠性风险。在存在工艺变化的情况下,这些缺陷的检测会加剧。本文提出了一种利用电路路径之间的延迟相关信息来检测存在工艺变化的sdd的方法。该方法利用了这样一个概念,即对于两条高度相关的路径,一条路径上的延迟方差的重要部分可以用另一条路径上的延迟方差来描述。该方法已进一步扩展到考虑多路径相关,从而提高了sdd的检测。这种方法能够从过程变化中区分延迟缺陷。还提出了一个度量来量化SDD可筛选方差,该方差表示可以检测到缺陷的方差百分比。开发并实现了一个统计时序分析框架,用于计算时序信息和路径间相关(IPC)。考虑了空间和结构相关性以及掺杂剂的随机波动。在74LS85和ISCAS85基准电路上的仿真结果证明了该方法的可行性。
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引用次数: 6
Direct connection and testing of TSV and microbump devices using NanoPierce™ contactor for 3D-IC integration 使用nanoppierce™接触器直接连接和测试TSV和microbump设备,用于3D-IC集成
Pub Date : 2012-04-23 DOI: 10.1109/VTS.2012.6231086
O. Yaglioglu, B. Eldridge
Testing of Through Silicon Via (TSV) and Micro-Bump (MB) devices by physical connection through the TSVs presents unique challenges due to the very high density of the connections, and the potential impact of contact testing on subsequent assembly steps. In addition, the very high signal counts that are the main benefit of TSV connection schemes make conventional wafer probing, particularly for memory devices which demand very high parallelism at production wafer sort, largely impractical. We present a socket solution using FormFactor Nanopierce™ contactor for direct testing of TSV's and micro-bumps arrays which enables creation of known good TSV dies for high yield stacking and known good TSV stacks for shipment to system assemblers to achieve high yield assembly. Combining this socket solution with existing full wafer contact probe solutions enables a complete TSV test flow. In addition, standard TSV interface designs and patterns can enable standard sockets. The FormFactor NanoPierce™ contactor is highly scalable and easy to fabricate at very dense pitches down to 20μm. The contactor relies on many small contact points within one contact pad and good electrical connection can be achieved at low contact forces with minimal surface damage. We present test result on both Au pads and SnAg bumps performed at 40μm × 50μm pitch array wide I/O JEDEC pattern. The resistance per contact is ~3 Ohms with 25μm overtravel, and an estimated inductance of 0.1nH per contact. Test results show no detectable damage on the contactor, and small damage on 20μm SnAg bumps.
通过TSV进行物理连接的通硅孔(TSV)和微碰撞(MB)器件的测试具有独特的挑战,因为连接的密度非常高,并且接触测试对后续组装步骤的潜在影响。此外,TSV连接方案的主要优点是非常高的信号计数,这使得传统的晶圆探测,特别是对于在生产晶圆排序时需要非常高并行性的存储设备,在很大程度上是不切实际的。我们提出了一种插座解决方案,使用FormFactor nanoppierce™接触器直接测试TSV和微凸点阵列,从而可以创建已知的优质TSV模具,用于高成品率堆叠,以及已知的优质TSV堆栈,用于运送给系统组装商,以实现高成品率组装。将此插座解决方案与现有的全晶圆接触探头解决方案相结合,可以实现完整的TSV测试流程。此外,标准TSV接口设计和模式可以启用标准套接字。FormFactor nanoppierce™接触器具有高度可扩展性,易于在低至20μm的密度下制造。接触器依赖于一个接触垫内的许多小接触点,在低接触力和最小表面损伤的情况下可以实现良好的电气连接。我们给出了在40μm × 50μm间距阵列宽I/O JEDEC模式下Au焊盘和SnAg碰撞的测试结果。每个触点的电阻为~3欧姆,超行程为25μm,每个触点的估计电感为0.1nH。测试结果表明,接触器无明显损伤,20μm的SnAg凸起损伤较小。
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引用次数: 31
Test cost optimization technique for the pre-bond test of 3D ICs 3D集成电路键合前测试成本优化技术
Pub Date : 2012-04-23 DOI: 10.1109/VTS.2012.6231087
Yong-Xiao Chen, Yu-Jen Huang, Jin-Fu Li
Three-dimensional (3D) integration using through-silicon via (TSV) is an emerging technique for integrated circuit (IC) designs. A 3D IC consists of multiple dies vertically connected by TSVs. To ensure the yield of 3D ICs, each die should be tested before it is stacked, i.e., the pre-bond test. Typically, test pads are implemented in the die under test for the pre-bond test due to the limitation of current probing technologies. However, the additional test pads incur additional die area. In this paper, therefore, we propose a test cost optimization technique for the pre-bond test of 3D ICs. This technique attempts to minimize the number required power pads of each die in a wafer and the overall test time of the wafer. Simulation results show that reducing power pads can effectively reduce the number of required test pads and the wafer test time.
利用硅通孔(TSV)进行三维集成是集成电路(IC)设计的新兴技术。3D集成电路由多个晶片组成,晶片由tsv垂直连接。为了保证3D集成电路的成品率,每个芯片在堆叠前都要进行测试,即预粘接测试。通常,由于当前探测技术的限制,测试垫在被测模具中实施预粘合测试。然而,额外的测试垫会产生额外的模具面积。因此,在本文中,我们提出了一种3D集成电路预键合测试的测试成本优化技术。该技术试图将晶圆片中每个芯片所需的电源垫数量和晶圆片的整体测试时间最小化。仿真结果表明,减少功耗可以有效减少所需的测试片数量和晶圆测试时间。
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引用次数: 2
Net diagnosis using stuck-at and transition fault models 利用卡滞故障模型和过渡故障模型进行网络诊断
Pub Date : 2012-04-23 DOI: 10.1109/VTS.2012.6231106
Lixing Zhao, V. Agrawal
Given the test output from a defective digital circuit, we identify one or more faulty signal nets that may have caused the observed output results. Although we make no assumption about the actual defect, our diagnosis is based upon a dictionary pre-generated by simulating the test vectors for their detection of collapsed single stuck-at and transition faults at each primary output. First, novel three-stage candidate filtering system and candidate ranking system are proposed to reduce and rank candidate faults. A more balanced ranking method compared to previous works and a ranking strategy which combined both overall and per-test performance together are used in these two systems. Then, the ranked candidate list is expanded by uncollapsing faults. A rank for every candidate net is calculated based on the number of top-ranked suspected faults on it. Experiments were conducted by injecting multiple stuck-at or transition delay faults on either single or double nets in certain ISCAS85 circuit. When tests generated by targeting single stuck-at and transition faults were used, our diagnosis algorithm shows good diagnosability and resolution in identifying single and double faulty nets.
给定一个有缺陷的数字电路的测试输出,我们识别一个或多个可能导致观察到的输出结果的故障信号网。虽然我们对实际缺陷不做任何假设,但我们的诊断是基于一个预先生成的字典,该字典通过模拟测试向量来检测每个主输出的崩溃的单个卡滞和过渡故障。首先,提出了一种新的三阶段候选过滤系统和候选排序系统,以减少候选故障并对候选故障进行排序。与以前的工作相比,这两个系统使用了一种更平衡的排名方法和一种将总体性能和每个测试性能结合在一起的排名策略。然后,通过取消故障来扩展排序候选列表。每个候选网络的排名是根据该网络上排名靠前的疑似错误的数量来计算的。在某ISCAS85电路的单网或双网上注入多个卡滞或过渡延迟故障进行了实验。在针对单个卡滞故障和过渡故障生成的测试中,该诊断算法在识别单个和双故障网方面表现出良好的可诊断性和分辨率。
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引用次数: 8
Analog/RF test ordering in the early stages of production testing 模拟/射频测试订单在生产测试的早期阶段
Pub Date : 2012-04-23 DOI: 10.1109/VTS.2012.6231075
N. Akkouche, S. Mir, E. Simeu, M. Slamani
Ordering of analog/RF tests is important for the identification of redundant tests. Most methods for test ordering are based on a representative set of defective devices. However, at the beginning of production testing, there is little or no data on defective devices. Obtaining this data through defect and fault simulation is unrealistic for most advanced analog/RF devices. In this work, we will present a method for analog/RF test ordering that uses only data from a small set of functional circuits. A statistical model of the device under test is constructed from this data. This model is next used for sampling a large number of virtual circuits which will also include defective ones. These virtual defective circuits are then used for ordering analog/RF tests using feature selection techniques. Experimental results for an IBM RF front-end have demonstrated the validity of this technique for test grading and compaction.
模拟/射频测试的排序对于识别冗余测试非常重要。大多数测试排序方法都是基于一组有代表性的缺陷设备。然而,在生产测试开始时,几乎没有缺陷设备的数据。对于大多数先进的模拟/射频设备来说,通过缺陷和故障模拟获得这些数据是不现实的。在这项工作中,我们将提出一种仅使用一小部分功能电路数据的模拟/RF测试排序方法。根据这些数据构建被测设备的统计模型。该模型将用于大量虚拟电路的采样,其中也包括有缺陷的电路。然后使用特征选择技术将这些虚拟缺陷电路用于排序模拟/RF测试。IBM射频前端的实验结果证明了该技术在测试分级和压缩方面的有效性。
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引用次数: 10
Process variability-aware proactive reconfiguration technique for mitigating aging effects in nano scale SRAM lifetime 过程可变感知主动重构技术缓解纳米SRAM寿命老化效应
Pub Date : 2012-04-23 DOI: 10.1109/VTS.2012.6231060
P. Pouyan, E. Amat, A. Rubio
Process variations and device aging have a significant impact on the reliability and performance of nano scale integrated circuits. Proactive reconfiguration is an emerging technique to extend the lifetime of embedded SRAM memories. This work introduces a novel version that modifies and enhances the advantages of this method by considering the process variability impact on the memory components. Our results show between 30% and 45% SRAM lifetime increases over the existing proactive reconfiguration technique and between 1.7X and ~10X improvement over the non-proactive reconfiguration.
工艺变化和器件老化对纳米集成电路的可靠性和性能有重要影响。主动重构是一种新兴的延长嵌入式SRAM存储器寿命的技术。本文介绍了一个新的版本,通过考虑过程可变性对内存组件的影响,修改和增强了该方法的优点。我们的研究结果表明,与现有的主动重构技术相比,SRAM寿命增加了30%到45%,比非主动重构技术提高了1.7到10倍。
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引用次数: 25
Towards a fully stand-alone analog/RF BIST: A cost-effective implementation of a neural classifier 迈向完全独立的模拟/射频BIST:一个经济有效的神经分类器实现
Pub Date : 2012-04-23 DOI: 10.1109/VTS.2012.6231081
Dzmitry Maliuk, Nathan Kupp, Y. Makris
A recently proposed Built-In Self-Test (BIST) method for analog/RF circuits requires stimuli generator, measurement acquisition, and decision making circuits to be integrated on-chip along with the Device Under Test (DUT). Practical implementation of this approach hinges on the ability to meet strict area and power constraints of the circuits dedicated to test. In this work, we investigate a cost-efficient implementation of a neural classifier, which is the central component of this BIST method. We present the design of a reconfigurable analog neural network (ANN) experimentation platform and address the key questions concerning its cost-efficiency: a fully analog implementation with strict area and power budgets, a learning ability of the proposed architecture, fast dynamic programming of the weight memory during training, and high precision non-volatile storage of weight coefficients during operation or standby. Using this platform, we implement an ontogenic neural network (ONN) along with the corresponding training algorithms. Finally, we demonstrate the learning ability of the proposed architecture with a real-world case study wherein we train the ANN to predict the results of production specification testing for a large number of RF transceiver chips fabricated by Texas Instruments.
最近提出的模拟/射频电路内置自检(BIST)方法要求将刺激发生器、测量采集和决策电路与被测设备(DUT)集成在芯片上。这种方法的实际实现取决于满足专用测试电路的严格面积和功率限制的能力。在这项工作中,我们研究了神经分类器的成本效益实现,这是该BIST方法的核心组成部分。我们提出了一个可重构模拟神经网络(ANN)实验平台的设计,并解决了有关其成本效率的关键问题:具有严格面积和功耗预算的完全模拟实现,所提出的架构的学习能力,训练期间权值记忆的快速动态规划,以及在运行或待机期间权值系数的高精度非易失性存储。利用这个平台,我们实现了一个个体神经网络(ONN)以及相应的训练算法。最后,我们通过实际案例研究证明了所提出架构的学习能力,其中我们训练人工神经网络来预测德州仪器制造的大量射频收发器芯片的生产规格测试结果。
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引用次数: 4
A novel capture-safety checking method for multi-clock designs and accuracy evaluation with delay capture circuits 一种基于延时捕获电路的多时钟捕获安全检测方法
Pub Date : 2012-04-23 DOI: 10.1109/VTS.2012.6231102
K. Miyase, Masao Aso, Ryou Ootsuka, X. Wen, H. Furukawa, Yuta Yamato, K. Enokimoto, S. Kajihara
Excessive capture power in at-speed scan testing may cause yield loss due to timing failures. Although reducing the number of clock domains that capture test responses simultaneously is a practical and scalable solution for reducing capture power, no available capture-safety checking metric can assess its effect in an accurate-enough manner, especially when multiple clock domains capture test responses in a short period of time. This paper proposes a novel CLEAR (CLock-Edge-Arrival-Relation-based) capture-safety checking method that, for the first time, takes clock edge arrival times for different clock domains into consideration. The accuracy and usefulness of the proposed method have been clearly demonstrated by simulation-based evaluation with the largest ITC'99 benchmark circuit as well as real-chip-based evaluation with an industrial chip embedded with on-chip delay measurement circuitry.
在高速扫描测试中,过大的捕获功率可能会由于定时故障而导致良率损失。虽然减少同时捕获测试响应的时钟域的数量是降低捕获功率的实用且可扩展的解决方案,但是没有可用的捕获安全检查度量可以以足够准确的方式评估其效果,特别是当多个时钟域在短时间内捕获测试响应时。提出了一种新的基于时钟边缘到达关系(clock - edge - arrival - relationship)的捕获安全检测方法,首次考虑了不同时钟域的时钟边缘到达时间。通过对最大的ITC’99基准电路进行仿真评估,以及对嵌入片上延迟测量电路的工业芯片进行实际评估,清楚地证明了所提出方法的准确性和实用性。
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引用次数: 3
期刊
2012 IEEE 30th VLSI Test Symposium (VTS)
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