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Hao-Yu Yang

dblp:08/7450 · DBLP profile ↗
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15ranked-venue papers
6as first author
2since 2021 · last 2025
—ORCID · none

Domains — the database's venue-derived domains; a paper can count in several

Systems, architecture and hardware · 14 · 6 first-author · 2 since 2021Artificial intelligence and machine learning · 1

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Computer architecture, parallel and distributed computing, and storage systems
3 papers
Electronic design automation · 67% Memory systems · 24% Hardware reliability and fault tolerance · 9%

Topics — the 9 heaviest of 9, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Electronic design automation
hardware verification and test
0.322013
Fault Models and Test Methods for Subthreshold SRAMs · IEEE Trans. Computers 2013
Fault models for embedded-DRAM macros · DAC 2009
Electronic design automation › hardware verification and test
memory testing
0.322013
Fault Models and Test Methods for Subthreshold SRAMs · IEEE Trans. Computers 2013
Fault models for embedded-DRAM macros · DAC 2009
Electronic design automation › hardware verification and test › memory testing
SRAM testing
0.222013
Fault Models and Test Methods for Subthreshold SRAMs · IEEE Trans. Computers 2013
Fault models for embedded-DRAM macros · DAC 2009
Electronic design automation › hardware verification and test
fault modeling
0.212013
Fault Models and Test Methods for Subthreshold SRAMs · IEEE Trans. Computers 2013
Memory systems
DRAM
0.112012
Alternate hammering test for application-specific DRAMs and an industrial case study · DAC 2012
Electronic design automation › hardware test › integrated circuit testing › RAM testing
DRAM testing
0.112012
Alternate hammering test for application-specific DRAMs and an industrial case study · DAC 2012
Hardware reliability and fault tolerance
memory fault tolerance
0.112012
Alternate hammering test for application-specific DRAMs and an industrial case study · DAC 2012
Memory systems › DRAM › DRAM architecture
embedded DRAM
0.122012
Fault models for embedded-DRAM macros · DAC 2009
Alternate hammering test for application-specific DRAMs and an industrial case study · DAC 2012
Memory systems › random-access memory
SRAM
0.122013
Fault Models and Test Methods for Subthreshold SRAMs · IEEE Trans. Computers 2013
Fault models for embedded-DRAM macros · DAC 2009

Methods — techniques the papers use, named apart from their topics

sense amplifier analysis · 0.2open defect analysis · 0.2address decoder fault analysis · 0.2memory test algorithm · 0.1test algorithm · 0.1fault modeling · 0.1
YearPublicationVenuePosition
2025 Small Delay Defect Diagnosis via Timing-Aware Fault Simulation with Variant Delay Insertion
abstract
As semiconductor technology advances, small delay defects (SDDs) have become a major concern in System-on-Chip (SoC) testing due to shrinking timing margins. Moreover, diagnosing SDDs is getting even more challenging due to their subtle impact on circuit timing and the existence of process variations. This paper presents an SDD diagnosis method integrating timing-aware fault simulation with injected delay selection and a mismatch-weighted (MW) score method to enhance diagnostic accuracy. Rather than relying on fixed delay values, the proposed method determines injected delays based on the slack of transition paths, generating multiple delay sizes to improve fault simulation resolution. The MW score calculation adjusts contributions of failures, enhancing defect ranking and mitigating process variation effects. Experimental results demonstrate that the proposed method significantly improves SDD localization and reduces the number of fault candidates, outperforming conventional approaches in both accuracy and efficiency.
Cheng-En Chung, Jun-Han Jian, Kuen-Jong Lee, Nan-Hsin Tseng, Hsin-Wei Hung, Hao-Yu Yang, Dong-Yi Chen
ITC6
2025 Defect-Finding with Timing-Partitioned Small-Delay-Defect Methodology: Silicon Practice on N2
abstract
As semiconductor manufacturing processes continue to shrink, the impact of small-delay defects becomes increasingly significant. Traditional automatic test pattern generation (ATPG) methods often fail to detect these defects, as they are masked by critical paths. This work proposes a Timing-Partitioned Small-Delay-Defect (TPSDD) methodology to address this issue. By analyzing timing path delays and grouping transition paths based on their delay sizes, ATPG patterns can be generated to specifically test these groups, revealing hidden small-delay defects. Additionally, techniques for identifying outlier dies and defect candidates are presented, validated through testing on the N2 process node. Our silicon results confirm the effectiveness of TPSDD in detecting small-delay defects, enhancing reliability for applications requiring high robustness.
Hao-Yu Yang, Hsin-Wei Hung, Nan-Hsin Tseng
ITC1
2020 A novel hybrid model based on recurrent neural networks for stock market timing
Hao-Yu Yang, Wei Chen 0061
Soft Comput.2
2017 Predicting Vt variation and static IR drop of ring oscillators using model-fitting techniques
abstract
This paper presents a statistical model-fitting framework to efficiently decompose the impact of device Vt variation and power-network IR drop from the measured ring-oscillator frequencies without adding any extra circuitry to the original ring oscillators. The framework applies Gaussian process regression as its core model-fitting technique and stepwise regression as a pre-process to select significant predictor features. The experiments conducted based on the SPICE simulation of an industrial 28nm technology demonstrate that our framework can simultaneously predict the NMOS Vt, PMOS Vt and static IR drop of the ring oscillators based on their frequencies measured at different external supply voltages. The final resulting R squares of the predicted features are all more than 99.93%.
Tzu-Hsuan Huang, Wei-Tse Hung, Hao-Yu Yang, Wen-Hsiang Chang, Ying-Yen Chen, Chun-Yi Kuo, Jih-Nung Lee, Mango Chia-Tso Chao
ASP-DAC3
2015 Testing methods for quaternary content addressable memory using charge-sharing sensing scheme
abstract
Due to its capability of parallel search, content addressable memory (CAM) has been widely used on the applications requiring high-speed data search. In recent years, the architectures and design techniques for CAM have been consistently evolving. However, the incoming testing issues for those newly evolved CAM designs are not fully discussed. In this paper, we investigate the testing issues for a new 28nm quaternary CAM, which provides the additional fourth state compared to a conventional ternary CAM and utilizes a charge-sharing sensing scheme for reducing its search power consumption. We first identify the new fault models for this quaternary CAM that are not covered in the conventional CAM testing based on the simulation result, and derive the corresponding test algorithm for those new fault models. The effectiveness of the proposed test algorithm is then validated by the testing result of 7200 28nm sample chips covering different process corners with the help of a newly designed command-based memory BIST.
Hao-Yu Yang, Rei-Fu Huang, Chin-Lung Su, Kuan-Hong Lin, Hang-Kaung Shu, Chi-Wei Peng, Mango Chia-Tso Chao
ITC1
2015 Random pattern generation for post-silicon validation of DDR3 SDRAM
abstract
Due to the demand of pursuing a main memory with larger data bandwidth, higher data density, and lower power, the specification of DRAM has been constantly evolved in the past decade. The new DRAM specifications support multiple operating modes with multiple timing settings. It then becomes computationally infeasible to exhaustively validate all the combinations of different operating modes, timing settings and address/data with pure simulation before silicon. In this paper, we propose a framework to generate proper random patterns for validating a newly designed DDR3 SDRAM based on its first silicon chips. The proposed framework needs to not only guarantee the correctness of the generated patterns according to the state diagram and timing constraints defined in the specification but also provide the flexibility of exploring various design corners for the targeted DDR3 SDRAM. We will also show some successful silicon-validation cases of applying the proposed framework to identify the design errors based on real DDR3 SDRAM products.
Hao-Yu Yang, Shih-Hua Kuo, Tzu-Hsuan Huang, Chi-Hung Chen, Chris Lin, Mango Chia-Tso Chao
VTS1
2014 Testing methods for a write-assist disturbance-free dual-port SRAM
abstract
The recent research works of dual-port SRAM have focused on developing new write-assist techniques to suppress the potential inter-port write disturbance under low operating voltage and high process variation. However, the testing related issues induced by those newly proposed write-assist techniques have not been discussed yet in the previous literatures. In this paper, we first implemented a new write-assist dual-port SRAM proposed in [10] by using a 28nm LP process and then discussed the faulty behavior of injecting different resistive-open defects into both the SRAM cell and write-assist circuit. Next, we developed new test methods to detect the hard-to-detect resistive-open defects and proposed a corresponding March-like algorithm that covers a widely used March C- as well as the proposed test methods. Last, the required DfT for the proposed test methods was also discussed.
Hao-Yu Yang, Chen-Wei Lin, Chao-Ying Huang, Ching-Ho Lu, Chen-An Lai, Mango Chia-Tso Chao, Rei-Fu Huang
VTS1
2013 Fault Models and Test Methods for Subthreshold SRAMs
abstract
Due to the increasing demand of an extra-low-power system, a great amount of research effort has been spent in the past to develop an effective and economic subthreshold SRAM design. However, the test methods regarding those newly developed subthreshold SRAM designs have not yet been fully discussed. In this paper, we first categorize the subthreshold SRAM designs into three types, study the faulty behavior of open defects and address decoders faults on each type of designs, and then identify the faults which may not be covered by a traditional SRAM test method. We will also discuss the impact of open defects and threshold-voltage mismatch on sense amplifiers under subthreshold operations. A discussion about the temperature at test is also provided.
Chen-Wei Lin, Hung-Hsin Chen, Hao-Yu Yang, Chin-Yuan Huang, Mango Chia-Tso Chao, Rei-Fu Huang
IEEE Trans. Computers3
2012 Alternate hammering test for application-specific DRAMs and an industrial case study
abstract
This paper presents a novel memory test algorithm, named alternate hammering test, to detect the pairwise word-line hammering faults for application-specific DRAMs. Unlike previous hammering tests, which require excessively long test time, the alternate hammering test is designed scalable to industrial DRAM arrays by considering the array layout for potential fault sites and the highest DRAM-access frequency in real system applications. The effectiveness and efficiency of the proposed alternate hammering test are validated through the test application to an eDRAM macro embedded in a storage-application SoC.
Rei-Fu Huang, Hao-Yu Yang, Mango Chia-Tso Chao, Shih-Chin Lin
DAC2
2012 Testing strategies for a 9T sub-threshold SRAM
abstract
Due to the increasing demands of lower-power devices, a lot of research effort has been devoted to develop new SRAM cell designs that can be effectively and economically operated at the subthreshold region. However, each new SRAM cell design has its own cell structure and design techniques, which may result in different faulty behaviors than the conventional 6T SRAMs and require specialized test methods to detect those uncovered fault models. In this paper, we focus on developing the test methods for testing a new 9T subthreshold SRAM design, which utilizes single bit-line read/write, two write word-lines for writing different values, and a separate read path. A mixed march algorithm with different background and address-traverse directions is proposed to detect various uncovered fault models and validated through real test chips. A new specialized technique of floating bit-line attacking is also presented to detect the stability faults, which cannot be effectively detected by applying the conventional test methods, for the new 9T SRAM design.
Hao-Yu Yang, Chen-Wei Lin, Hung-Hsin Chen, Mango Chia-Tso Chao, Ming-Hsien Tu, Shyh-Jye Jou, Ching-Te Chuang
ITC1
2012 Testing Methodology of Embedded DRAMs
abstract
The embedded-DRAM (eDRAM) testing mixes up the techniques used for DRAM testing and SRAM testing since an eDRAM core combines DRAM cells with an SRAM interface (the so-called 1T-SRAM architecture). In this paper, we first present our test algorithm for eDRAM testing. A theoretical analysis to the leakage mechanisms of a switch transistor is also provided, based on that we can test the eDRAM at a higher temperature to reduce the total test time and maintain the same retention-fault coverage. Finally, we propose a mathematical model to estimate the defect level caused by wear-out defects under the use of error-correction-code circuitry, which is a special function used in eDRAMs compared to commodity DRAMs. The experimental results are collected based on 1-lot wafers with an 16 Mb eDRAM core.
Hao-Yu Yang, Chi-Min Chang, Mango Chia-Tso Chao, Rei-Fu Huang, Shih-Chin Lin
IEEE Trans. Very Large Scale Integr. Syst.1
2011 Detecting stability faults in sub-threshold SRAMs
abstract
Detecting stability faults has been a crucial task and a hot research topic for the testing of conventional super-threshold 6T SRAM in the past. When lowering the supply voltage of SRAM to the subthreshold region, the impact of stability faults may significantly change, and hence the test methods developed in the past for detecting stability faults may no longer be effective. In this paper, we first categorize the subthreshold-SRAM designs into different types according to their bit-cell structures. Based on each type, we then analyze the difference of its stability faults compared to the conventional super-threshold 6T SRAM, and discuss how the stability-fault test methods should be modified accordingly. A series of experiments are conducted to validate the effectiveness of each stability-fault test method for different types of subthreshold-SRAM designs.
Chen-Wei Lin, Hao-Yu Yang, Chin-Yuan Huang, Hung-Hsin Chen, Mango Chia-Tso Chao
ICCAD2
2010 Testing methods for detecting stuck-open power switches in coarse-grain MTCMOS designs
abstract
Coarse-grain multi-threshold CMOS (MTCMOS) is an effective power-gating technique to reduce IC's leakage power consumption by turning off idle devices with MTCMOS power switches. In this paper, we study the usage of coarse-grain MTCMOS power switches for both logic circuits and SRAMs, and then propose corresponding methods of testing stuck-open power switches for each of them. For logic circuits, a specialized ATPG framework is proposed to generate a longest possible robust test while creating as many effective transitions in the switch-centered region as possible. For SRAMs, a novel test algorithm is proposed to exercise the worst-case power consumption and performance when stuck-open power switches exist. The experimental results based on an industrial MTCMOS technology demonstrate the advantage of our proposed testing methods on detecting stuck-open power switches for both logic circuits and SRAMs, when compared to conventional testing methods.
Szu-Pang Mu, Hao-Yu Yang, Mango Chia-Tso Chao, Shi-Hao Chen, Chih-Mou Tseng, Tsung-Ying Tsai
ICCAD3
2010 Fault models and test methods for subthreshold SRAMs
abstract
Due to the increasing demand of an extra-low-power system, a great amount of research effort has been spent in the past to develop an effective and economic subthreshold-SRAM design. However, the test methods regarding those newly developed subthreshold-SRAM designs have not yet been fully discussed. In this paper, we first categorize the subthreshold-SRAM designs into three types, study the faulty behavior of different open defects for each type of designs, and then identify the faults which may or may not be covered by a traditional SRAM test method. For those hard-to-detect faults, we will further discuss the corresponding test method according to different each type of subthreshold-SRAM designs. At last, a discussion about the temperature at test will also be provided.
Chen-Wei Lin, Hung-Hsin Chen, Hao-Yu Yang, Mango Chia-Tso Chao, Rei-Fu Huang
ITC3
2009 Fault models for embedded-DRAM macros
abstract
In this paper, we compare embedded-DRAM (eDRAM) testing to both SRAM testing and commodity-DRAM testing, since an eDRAM macro uses DRAM cells with an SRAM interface. We first start from an standard SRAM test algorithm and discuss the faults which are not covered in the SRAM testing but should be considered in the DRAM testing. Then we study the behavior of those faults and the tests which can detect them. Also, we discuss how likely each modeled fault may occur on eDRAMs and commodity DRAMs, respectively.
Mango Chia-Tso Chao, Hao-Yu Yang, Rei-Fu Huang, Shih-Chin Lin, Ching-Yu Chin
DAC2