• Title/Summary/Keyword: DPR

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Fault injection and failure analysis on Xilinx 16 nm FinFET Ultrascale+ MPSoC

  • Yang, Weitao;Li, Yonghong;He, Chaohui
    • Nuclear Engineering and Technology
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    • v.54 no.6
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    • pp.2031-2036
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    • 2022
  • Energetic particle strikes the device and induces data corruption in the configuration memory (CRAM), causing errors and even malfunctions in a system on chip (SoC). Software-based fault injection is a convenient way to assess device performance. In this paper, dynamic partial reconfiguration (DPR) is adopted to make fault injection on a Xilinx 16 nm FinFET Ultrascale+ MPSoC. And the reconfiguration module implements the Sobel and Gaussian image filtering, respectively. Fault injections are executed on the static and reconfiguration modules' bitstreams, respectively. Another contribution is that the failure modes and effects analysis (FMEA) method is applied to evaluate the system reliability, according to the obtained injection results. This paper proposes a software-based solution to estimate programmable device vulnerability.

Dense Retrieval using Pretrained RoBERTa with Augmented Query (증강된 질문을 이용한 RoBERTa 기반 Dense Passage Retrieval)

  • Jun-Bum Park;Beomseok Hong;Wonseok Choi;Youngsub Han;Byoung-Ki Jeon;Seung-Hoon Na
    • Annual Conference on Human and Language Technology
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    • 2022.10a
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    • pp.141-145
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    • 2022
  • 다중 문서 기반 대화 시스템에서 응답 시스템은 올바른 답변을 생성하기 위해서 여러 개의 문서 중 질문과 가장 관련 있는 문서를 검색하는 것부터 시작해야 한다. DialDoc 2022 Shared Task[1]를 비롯한 최근의 연구들은 대화 시스템의 문서 검색 과정을 위해 Dense Passage Retrieval(DPR)[2] 모델을 사용하고 있으며 검색기의 성능 개선을 위해 Re-ranking과 Hard negative sampling 같은 방법들이 연구되고 있다. 본 논문에서는 문서에 기반하는 대화 데이터의 양이 적거나 제한될 경우, 주어진 데이터를 효율적으로 활용해 보고자 검색기를 생성 모델을 이용하여 문서의 엔티티를 기반으로 질문을 생성하고 기존 데이터에 증강하는 방법을 제시했으며 실험의 결과로 MRR metric의 경우 0.96 ~ 1.56의 성능 향상을, R@1 metric의 경우 1.2 ~ 1.57의 성능 향상을 확인하였다.

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Exploring Answer Sentences using Hierarchical Retrieval Models (계층적 검색 모델을 이용한 정답 문장 탐색)

  • Seungho Choi;Hyun-Kyu Jeon;Jiyoon Kim;Bongsu Kim
    • Annual Conference on Human and Language Technology
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    • 2023.10a
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    • pp.361-365
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    • 2023
  • 오픈 도메인 질의응답 (ODQA, Open-Domain Question Answering)은 주어진 질문에 대한 답을 찾는 작업으로 일반적으로 질문과 관련 있는 지식을 검색 모델(Retrieval)을 통해 찾는 단계와, 찾은 지식에서 문서의 정답을 독해 모델(Reader)을 이용하여 찾는 단계로 구성되어 있다. 본 논문은 기존의 DPR(Dense Passage Retrieval)을 이용한 복수의 검색 모델(Retrieval)만을 계층적으로 사용하여 독해 모델(Reader)을 사용하지 않고 정답 문장을 찾는 방법과 정답 문장을 찾는 데 특화된 검색 모델 학습을 위한 유효한 성능 향상을 보이는 Hard Negative Sampling 기법을 제안한다. 해당 제안기법을 적용한 결과, 동일 조건에서 학습된 검색 - 독해(Retrieval-Reader) 구조의 베이스라인 모델보다 EM에서 12%, F1에서 10%의 성능 향상을 보였다.

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Evaluation of Plasticizer Pollution Levels in Mudflat Solar Salt, Salt Water, and Sea Water of Nationwide Saltpan (국내 염전에서 생산된 갯벌천일염, 함수 및 해수의 가소제(DEHP) 오염 수준 평가)

  • Kim, Hag-Lyeol;Baek, Hyung-Hee;Kim, In-Cheol
    • Journal of the Korean Society of Food Science and Nutrition
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    • v.41 no.10
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    • pp.1460-1466
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    • 2012
  • The purpose of this study was to evaluate plasticizer pollution levels in mudflat solar salt, salt water and sea water of the nationwide saltpan. Also, it was analyzed the relationship between DEHP in solar salt and PVC mat following private period. DEP (ranging from 0.00 to 1.55 ppb), DIBP (0.00~2.38), DBP (0.00~4.90), DEHA (0.00~2.32), and BBP (0.00~1.45) in solar salt were shown a extremely low concentrations, and DEHP was present a concentrations ranging from 0.00 to 268.5 ppb in solar salt. Further, DMP, DPrP, DNPP, DNHP, and DCHP were not detected in all solar salt. Phthalate in sea water and salt water was present a infinitesimal amount levels. DEHP levels in sea water and salt water were not shown a high risk levels ranging from 0.00 to 3.4 ppb, and from 0.00 to 21.4 ppb, respectively. As expected in PVC mat of nationwide saltpan, the correlation between DEHP in solar salt and PVC mat private period showed a low positive correlation coefficient ($r^2$=0.0362).

Quality of Service Parameters Estimation Model for Adaptive Bandwidth Service in Mobile Cellular Networks (적응형 서비스를 제공하는 이동통신망에서의 서비스 품질 척도 추정 모델)

  • Jung, Sung Hwan;Hong, Jung Wan;Lie, Chang Hoon
    • Journal of Korean Institute of Industrial Engineers
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    • v.33 no.1
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    • pp.153-163
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    • 2007
  • An adaptive framework paradigm where the bandwidth values of the ongoing calls vary according to the trafficsituations is one of the promising concepts for overcoming poor resource conditions due to handoffs in mobilecellular networks. However, quantifying the level of bandwidth degradation of the ongoing calls in an adaptiveframework is important in view of Quality of Service (QoS) Provisioning. Therefore we introduce new QoSparameters, the Degradation Degree Ratio (DDR), which represents the average portion of the degradationdegree during degradation pehod of a call, and the Degradation Area Ratio (DAR), which represents the averageratio of a call's degradation level considering both the period and the degree of degradation jointly in multi-levelbandwidth service. We also develop a new analytical model for estimating the QoS measures such as theDegradation Pehod Ratio (DPR), DDR and DAR. We show how to calculate the QoS measures and illustrate themethod by numerical examples. The proposed model can be used to determine the optimal parameter of theCAC scheme and analyze the sensitivity ofthe QoS parameters in adaptive networks.

Study on Estrogenic Activities of Phthalate Esters Using E-screen Assay and Competitive Binding Assay (E-screen Assay 및 상경적 결합반응을 이용한 Phthalate Esters의 내분비계 장애 작용 연구)

  • 한순영;한상국;문현주;김형식;이동하;김소희;김태성;박귀례
    • Toxicological Research
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    • v.16 no.2
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    • pp.141-146
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    • 2000
  • Phthalate esters are used extensively as a plasticizer in the manufacture of plastic products such as PVC bags and medical devices. Recently, phthalate esters have been shown to induce endocrine system mediated responses. However. only a Jew studies have been conducted for estrogenic activity of phthalate esters. In this study estrogenic activities of seven phthalate esters. butyl benzyl phthalate (BBP), di(2-ethylhexyl) phthalate (DEHP), di-n-butylphthalate (DBP), diethylphthalate (DEP), di-n-pentylphthalate (DPP), di-n-propylphthalate (DPrP) and dicyclohexylphthalate (DCHP), were examined in vitro using E-screen assay and competitive binding assay. From the E-screen assay, BBP. DEHP. DBP and DEP showed weak estrogenic activity at the concentration of 5 $\mu\textrm{M}$. The relative proliferative effect (RPE) and the relative proliferative potency (RPP) were 50~70% and 0.01%. respectively, when compared with 500 pM of 17$\beta$-estradiol (E2). In competitive binding assay with the rat uterine estrogen receptor (ER), BBP and DEP showed weak binding potency [(l/$10^4$~1/$10^5$ of E2] while DEHP and DBP scarcely bound to ER. These results suggest that some phthalate esters have weak estrogenic activities in vitro.

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A Study of Bitcoin Transaction Tracking Method through Illegal Community (불법 커뮤니티를 통한 비트코인 거래 추적 방법에 관한 연구)

  • Jeong, Sejin;Kwak, Nohyun;Kang, Brent Byunghoon
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.28 no.3
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    • pp.717-727
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    • 2018
  • When illegal transactions are made with bitcoin, it's not easy to track all the bitcoins used in the transaction and seize them. Especially, if criminals distribute illegal transactions by spreading them to several bitcoin addresses, it's difficult to track hidden bitcoins other than confiscated bitcoins even if some bitcoins are confiscated. This paper proposes a method for tracking and monitoring all bitcoin transactions suspected of illegal transactions. This method estimates bitcoin addresses that are highly relevant to crime among all bitcoin addresses that dealing with the address based on the bitcoin address list of the alleged crime, and keeps track of addresses that are relevant to crime and help to investigate illegal bitcoin transaction.

Incidental findings in a consecutive series of digital panoramic radiographs

  • MacDonald, David;Yu, Warrick
    • Imaging Science in Dentistry
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    • v.50 no.1
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    • pp.53-64
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    • 2020
  • Purpose: The aim of this study was to determine the prevalence of incidental findings(IFs) on digital dental panoramic radiographs(DPRs) of asymptomatic patients attending a general dental practice. Materials and Methods: This was a retrospective study of 6,252 consecutive digital (photostimulatable phosphor) DPRs of patients who visited a Canadian general dental practice for a complete new patient examination. The IFs were grouped into dental-related anomalies, radiopacities and radiopacities in the jaws, changes in the shape of the condyles, and other findings in the jaws, such as tonsilloliths and mucosal antral pseudocysts. Their prevalence was determined. Results: Thirty-two percent of the DPRs showed at least 1 IF. The highest prevalence was found for dental-related anomalies(29% of all DPRs), of which impacted teeth were the most prevalent finding (24% of all DPRs), followed by idiopathic osteosclerosis(6% of all DPRs). A lower prevalence was noted for tonsilloliths(3%), and the prevalence of root tips, mucosal antral pseudocysts, and anomalies in condylar shape was approximately 1% each. Conclusion: The observed prevalence of 32.1% for IFs of any type underscores the need for a dental practitioner to review the entire DPR when a patient presents for an initial dental examination (or check-up) or for dental hygiene. Only a single IF (a central giant cell granuloma) provoked alarm, as it was initially considered malignant. Similarly, impacted teeth and suspected cysts need careful evaluation upon discovery to determine how they may be optimally managed.

Distribution Levels of Phthalates and Di-2-ethylhexyladipate in Domestic Environment (국내 환경 중 프탈레이트 및 디에틸헥실아디페이트 잔류분포 특성)

  • Shin, Hye-Seoung;Shin, Jeoung Hwa;Ahn, Yun Gyong
    • The Korean Journal of Community Living Science
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    • v.23 no.4
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    • pp.411-418
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    • 2012
  • Phthalates and di-2-ethylhexyladipate are both widely used as industrial chemicals and exposure high levels over long periods of time can cause toxicity, estrogenic responses and endocrine disruption properties in both humans and animals. So far, their global monitoring in environmental matrices has been performed continuously. A developed method, including modified SPEED'98 (Japan Environment Agency) and USEPA was established for simple and rapid determination of phthalates and di-2-ethylhexyladipate in various matrices. This method was applied to explore the distribution levels in domestic environmental media such as water, soil and sediment. Eight phthalates (DEP(di-ethyl), DEHP(di-[2-ethyl-hexyl]), DprP (di-propyl), DBP(di-n-butyl), DPP(di-n-pentyl), DHP(di-n-hexyl), DCHP(di-cyclohexyl), BBP(butyl benzyl) and Adipate (di-2-ethylhexyl adipate) were investigated by seasonal sampling(spring, autumn) at 24 domestic sites. Phthalates and adipate were not detected in water samples and DEP, DBP, and DEHP were mainly detected in soil and sediment samples. The concentrations of DEP and DBP excluding DEHP in spring were higher in soil than those of sediment. Total concentrations of phthalates were significantly decreased in autumn for both soil and sediment.

Estimation of Vibration Field of a Cylindrical Structure Derived by Optimal Sensor Placement Methods (센서최적배치 기법에 의한 원통형 구조물의 진동장 예측)

  • Jung, Byung-Kyoo;Jeong, Weui-Bong;Cho, Dae-Seung;Kim, Kookhyun;Kang, Myeonghwan
    • Transactions of the Korean Society for Noise and Vibration Engineering
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    • v.24 no.5
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    • pp.381-389
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    • 2014
  • This study is concerned with the estimation of vibration-field of a cylindrical structure by modal expansion method(MEM). MEM is a technique that identifies modal participation factors using some of vibration signals and natural modes of the structure: The selection of sensor locations has a big influence on predicted vibration results. Therefore, this paper deals with four optimal sensor placement( OSP) methods, EFI, EFI-DPR, EVP, AutoMAC, for the estimation of vibration field. It also finds optimal sensor locations of the cylindrical structure by each OSP method and then performs MEMs. Predicted vibration results compared with reference ones obtained by forced response analysis. The standard deviations of errors between reference and predicted results were also calculated. It is utilized to select the most suitable OSP method for estimation of vibration field of the cylindrical structure.