• 제목/요약/키워드: sequence-to-sequence model

검색결과 1,626건 처리시간 0.029초

바이오센서 개발을 위한 음향 브래그 반사층을 가지는 체적탄성파 공진기의 공진특성 분석 (Analysis of Resonance Characteristics of Bulk Acoustic Resonator with Acoustic Bragg Reflector for Biosensor Development)

  • 김희영;김기복;하태훈;김용일;이진민;김만수
    • Journal of Biosystems Engineering
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    • 제34권4호
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    • pp.260-268
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    • 2009
  • As a basic study to develop a high sensitive biosensor using film bulk acoustic resonator, the mathematical model for analyzing the resonance characteristics of bulk acoustic resonator with acoustic Bragg reflectors was investigated. The simulation results due to the number of acoustic Bragg reflectors with low and high acoustic impedance materials were compared with the experimental results for 1, 2.25 and 5 MHz of PZT based bulk acoustic resonators with various acoustic Bragg reflectors. At the fabricated bulk acoustic resonator with an odd number of acoustic Bragg reflectors, low and high acoustic impedance materials in sequence under the bottom electrode showed better resonance characteristics than even number of acoustic Bragg reflectors. The changes of resonance frequencies due to the increase of number of acoustic Bragg reflectors by simulation and experiment, respectively showed approximately similar tendency but some differences in input impedance between the experiment and simulation were found. The derived mathematical model for describing the resonance characteristics of the bulk acoustic resonator with acoustic Bragg reflector will be available for analyzing the design parameters for development of biosensor using bulk acoustic resonator.

ADHD 동물모델에서 가감청심연자탕의 효과에 관한 실험연구 (An Experimental Study on the Effect of Chengsimyeonjatang-gagam Extracts on the ADHD Animal Model)

  • 오영제;류천봉;김만기;홍민호;김근우;구병수
    • 동의신경정신과학회지
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    • 제31권3호
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    • pp.149-156
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    • 2020
  • Objectives: The purpose of this study was to experimentally assess the effects of Chengsimyeonjatanggagam extracts in the animal model regarding ADHD related symptoms and indicators. Methods: The experimental group was classified into the normal group (WKY rat) in 7, the control group (SHR rat) in 7, the low-concentration group of herbal medicines (SHR rat) in 7, and the high-concentration group of herbal medicines (SHR rat) in 7 by random sampling. The open field test was conducted three times on the 7th, 14th, and 21st days during the oral medication. After that, Y-maze test, intestinal permeability verification (L/M ratio), and Western blotting (CDK expression in the cerebral cortex) were performed in sequence. Results: The Chengsimyeonjatang-gagam extracts reduced the activity distance in the SHR rat at 21 days in the low and high concentration groups by the open field test. It also reduced the cross-action rate in the low and high concentration groups by the Y-maze test. And the low concentration group showed 52.3% decrease in the L/M ratio compared to the SHR group. Finally, the CDK5 protein significantly increased in the low and high concentration groups. Conclusions: This study suggests that the Chengsimyeonjatang-gagam extracts have potential to be used for the treatment of ADHD.

하이브리드 신뢰도를 이용한 제한 영역 핵심어 검출 성능향상 (Improvement of Domain-specific Keyword Spotting Performance Using Hybrid Confidence Measure)

  • 이경록;서현철;최승호;최승호;김진영
    • 한국음향학회지
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    • 제21권7호
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    • pp.632-640
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    • 2002
  • 본 논문에서는 기존의 RLJ-신뢰도 (RLJ-confidence measure)와 정규화 신뢰도 (normalized CM)의 단점을 보완하기 위해 ACM (Anti-filler CM)을 제안하였고, HCM (hybrid CM)을 이용하여 기존의 NCM과 제안한 ACM을 통합하였다. 제안된 ACM은 기존 신뢰도의 단점 중 하나인 오인증 (FA: false acceptance)의 원인이 반음소 모델의 구성방법에 있다고 보고 음소 인식기를 이용하여 실제 음소 수열을 추정한 다음, 이를 반음소 모델로 정의하고 신뢰도를 계산하였다. 두 가지 신뢰도의 특성을 살펴보면, 기존 NCM(FR: false rejection)에 좋은 성능을 보이고, 제안한 ACM은 FA에서 좋은 성능을 보여 두 신뢰도가 상보적인 특성을 가진다 이를 이용하여 두 가지 신뢰도를 가중치 벡터 α를 이용하여 통합하고 이를 합성 신뢰도 (HCM: Hybrid CM)라고 정의하였다. 실험결과 미검출율 (MDR: missed detection rate) 10%부근에서, HCM 적용시에 0.219 FA/KW/HR (false alarm/keyword/how)로서 NCM 단독사용에 비해 성능이 22% 향상되었다.

Assessment of genetic diversity of Prangos fedtschenkoi (Apiaceae) and its conservation status based on ISSR markers

  • Mustafina, Feruza U.;Kim, Eun Hye;Son, Sung-Won;Turginov, Orzimat T.;Chang, Kae Sun;Choi, Kyung
    • 식물분류학회지
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    • 제47권1호
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    • pp.11-22
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    • 2017
  • Prangos fedtschenkoi (Regel et Schmalh.) Korovin (Apiaceae) is an endemic species for mountainous Middle Asia, which is both a rare and useful plant. Organic extractions from this species are being used in pharmaceutics and cosmetology. In recent years, P. fedtschenkoi distribution area has considerably decreased, presumably, resulting from human activities such as agriculture, construction works, overgrazing and collection from wild for pharmaceutic purposes. Six populations were found in Uzbekistan and their genetic divergence and differentiation were studied with 10 inter-simple sequence repeat (ISSR) markers, selected out of 101. Totally 166 amplified ISSR fragments (loci) were revealed, of which 164 were polymorphic. Relatively moderate level of polymorphism was found at population level with polymorphic bands ranging from 27.71% to 47.59%. Mean P = 39.05%, $N_a=1.40$, $N_e=1.25$, S.I. = 0.21, and $H_e=0.14$ were revealed for all loci across six populations. AMOVA showed higher variation among populations (62%) than within them (38%). The Bayesian model determined 5 clusters, or genetic groups. The posteriori distribution of the Theta II estimator detected full model identifying high inbreeding, intensified by low gene flow (Nm = 0.3954). Mantel test confined population 6 as distinct cluster corresponding to geographic remoteness (R = 0.5137, $p{\leq}0.005$). Results were used as the bases for developing conserve measures to restore populations.

보조 Markov 천이행렬을 이용한 DS/CDMA 다중도약 패킷무선망 분석 (On the Analysis of DS/CDMA Multi-hop Packet Radio Network with Auxiliary Markov Transient Matrix.)

  • 이정재
    • 한국통신학회논문지
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    • 제19권5호
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    • pp.805-814
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    • 1994
  • 본 논문에서는 실패상태와 성공상태를 포함시키는 보조 Markov 천이행렬을 이용하여 패킷무선망의 성능을 구할 수 있는 새로운 분석방식을 제시하고 패킷오류 발생이 송신 PRU의 수 X와 수신 PRU의 수 R로 이루어지는 망상태(X, R)의 변화에 미치는 영향을 고려한다. 패킷무선망은 연속시간 Markov 체인 모델 그리고 무선채널은 경판정 Viterbi복호기와 비트변환확산부호계열을 이용한 DS/BPSK CDMA에 대하여 검토한다. 슬롯되지 않은 분산된 다중도약 패킷무선망에서 무선채널의 채널심볼오류가 패킷오류 발생에 미치는 진행과정은 Poisson 분포 그리고 오류발생시간을 지수분포로 가정한다. 신호대 잡음비와 심볼당 확산부호계열의 칩수와 같은 무선채널의 매개변수와 PRU의 수와 허용된 트래픽율과 같은 망의 매개변수를 갖는 함수로 망처리량을 구함으로써 Markov 패킷무선망과 부호화된 DS/BPSK 무선채널을 결합하여 종합적으로 분석할 수 있음을 보인다.

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Evaluation of Genetic Diversity and Population Structure Analysis among Germplasm of Agaricus bisporus by SSR Markers

  • An, Hyejin;Lee, Hwa-Yong;Shin, Hyeran;Bang, Jun Hyoung;Han, Seahee;Oh, Youn-Lee;Jang, Kab-Yeul;Cho, Hyunwoo;Hyun, Tae Kyung;Sung, Jwakyung;So, Yoon-Sup;Jo, Ick-Hyun;Chung, Jong-Wook
    • Mycobiology
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    • 제49권4호
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    • pp.376-384
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    • 2021
  • Agaricus bisporus is a popular edible mushroom that is cultivated worldwide. Due to its secondary homothallic nature, cultivated A. bisporus strains have low genetic diversity, and breeding novel strains is challenging. The aim of this study was to investigate the genetic diversity and population structure of globally collected A. bisporus strains using simple sequence repeat (SSR) markers. Agaricus bisporus strains were divided based on genetic distance-based groups and model-based subpopulations. The major allele frequency (MAF), number of genotypes (NG), number of alleles (NA), observed heterozygosity (HO), expected heterozygosity (HE), and polymorphic information content (PIC) were calculated, and genetic distance, population structure, genetic differentiation, and Hardy-Weinberg equilibrium (HWE) were assessed. Strains were divided into two groups by distance-based analysis and into three subpopulations by model-based analysis. Strains in subpopulations POP A and POP B were included in Group I, and strains in subpopulation POP C were included in Group II. Genetic differentiation between strains was 99%. Marker AB-gSSR-1057 in Group II and subpopulation POP C was confirmed to be in HWE. These results will enhance A. bisporus breeding programs and support the protection of genetic resources.

The Evaluation of Axial Stress in Continuous Welded Rails via Three-Dimensional Bridge-Track Interaction

  • Manovachirasan, Anaphat;Suthasupradit, Songsak;Choi, Jun-Hyeok;Kim, Bum-Joon;Kim, Ki-Du
    • 국제강구조저널
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    • 제18권5호
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    • pp.1617-1630
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    • 2018
  • The crucial differences between conventional rail with split-type connectors and continuous welded rails are axial stress in the longitudinal direction and stability, as well as other issues generated under the influence of loading effects. Longitudinal stresses generated in continuously welded rails on railway bridges are strongly influenced by the nonlinear behavior of the supporting system comprising sleepers and ballasts. Thus, the track structure interaction cannot be neglected. The rail-support system mentioned above has properties of non-uniform material distribution and uncertainty of construction quality. The linear elastic hypothesis therefore cannot correctly evaluate the stress distribution within the rails. The aim of this study is to apply the nonlinear finite element method using the nonlinear coupling interface between the track and structural model and to illustrate the welded rail behavior under the loading effect and uncertain factors of the ballast. Numerical results of nonlinear finite analysis with a three-dimensional solid and frame element model are presented for a typical track-bridge system. A composite plate girder, modeled by solid and shell elements, is also analyzed to consider the behavior of the welded rail. The analysis result showed buckling under the independent calculations of load cases, including 'temperature change', 'bending of the supporting structure', and 'braking' of the railway vehicle. A parametric study of the load combination method and the loading sequence is also included in this analysis.

오염원 산정단위 수준의 소유역 세분화를 고려한 새만금유역 수문·수질모델링 적용성 검토 (Developing Surface Water Quality Modeling Framework Considering Spatial Resolution of Pollutant Load Estimation for Saemangeum Using HSPF)

  • 성충현;황세운;오찬성;조재필
    • 한국농공학회논문집
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    • 제59권3호
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    • pp.83-96
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    • 2017
  • This study presented a surface water quality modeling framework considering the spatial resolution of pollutant load estimation to better represent stream water quality characteristics in the Saemangeum watershed which has been focused on keeping its water resources sustainable after the Saemangeum embankment construction. The watershed delineated into 804 sub-watersheds in total based on the administrative districts, which were units for pollutant load estimation and counted as 739 in the watershed, Digital Elevation Model (DEM), and agricultural structures such as drainage canal. The established model consists of 7 Mangyung (MG) sub-models, 7 Dongjin (DJ) sub-models, and 3 Reclaimed sub-models, and the sub-models were simulated in a sequence of upstream to downstream based on its connectivity. The hydrologic calibration and validation of the model were conducted from 14 flow stations for the period of 2009 and 2013 using an automatic calibration scheme. The model performance to the hydrologic stations for calibration and validation showed that the Nash-Sutcliffe coefficient (NSE) ranged from 0.66 to 0.97, PBIAS were -31.0~16.5 %, and $R^2$ were from 0.75 to 0.98, respectively in a monthly time step and therefore, the model showed its hydrological applicability to the watershed. The water quality calibration and validation were conducted based on the 29 stations with the water quality constituents of DO, BOD, TN, and TP during the same period with the flow. The water quality model were manually calibrated, and generally showed an applicability by resulting reasonable variability and seasonality, although some exceptional simulation results were identified in some upstream stations under low-flow conditions. The spatial subdivision in the model framework were compared with previous studies to assess the consideration of administrative boundaries for watershed delineation, and this study outperformed in flow, but showed a similar level of model performance in water quality. The framework presented here can be applicable in a regional scale watershed as well as in a need of fine-resolution simulation.

장면 전환 기법을 이용한 동영상 검색 시스템 설계 (Design of Moving Picture Retrieval System using Scene Change Technique)

  • 김장희;강대성
    • 대한전자공학회논문지SP
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    • 제44권3호
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    • pp.8-15
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    • 2007
  • 최근 멀티미디어 데이터를 효율적으로 전송, 저장 관리 및 검색하는 기술이 중요한 핵심 기술로 대두되고 있다. 그 중에서 멀티미디어 정보 검색의 경우 사용자가 원하는 정보를 표현할 수 있는 사용자 인터페이스 기술과 원하는 정보를 사용자에게 신속하고 정확하게 보여주는 기술의 필요성이 증대하고 있다. 본 논문에서는 MPEG으로 압축된 영상 정보에서 장면의 전환점인 컷을 효과적으로 검출하여 동영상을 분할하는 기법을 제안한다. 컷 검출(Cut detection)은 MPEG 비디오 시퀀스에서 동영상을 분할하는 가장 기본적이면서 중요한 기초 작업이며, 비디오 색인 및 검색을 위한 첫 번째 단계이다. 기존의 방법들은 프레임간을 비교하기 때문에 물체의 빠른 움직임이나 카메라의 움직임, 후레쉬의 섬광 등 화면 변화에 따라 오검출이 생기는 단점이 있다. 제안하는 컷 검출 기법은 먼저 입력영상을 DCT의 DC를 이용하여 샷을 검출한다. 이렇게 검출된 샷으로 데이터베이스를 구성하고, MPEG-7의 시각 기술자 중 HMMD 컬러 모델과 에지 히스토그램을 사용하여 영상에서 특징을 추출하였다. 그리고 제안하는 매칭 기법에 따라 단계별 검색을 수행하였다. 이 실험을 통해서 기존 방법들보다 높은 검색률을 보이는 개선된 동영상 분할 시스템을 설계하였다.

전방향 거리 센서의 균일 원호길이 샘플링을 이용한 무인 이동차량의 실시간 위치 추정 (Real-time Localization of An UGV based on Uniform Arc Length Sampling of A 360 Degree Range Sensor)

  • 박순용;최성인
    • 전자공학회논문지CI
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    • 제48권6호
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    • pp.114-122
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    • 2011
  • 본 논문에서는 무인 지상 차량의 (Unmanned Ground Vehicle, UGV)의 위치 추정을 위한 컴퓨터 비전 기술을 제안한다. 제안하는 방법은 연속적으로 획득되는 360도 거리 정보(range data)와 디지털 수치모델(Digital Surface Model, 이하 DSM)의 3차원 등록(3-D registration) 방법에 기반하고 있다. 많은 수의 3차원 점군(point clouds) 정보를 가지고 있는 거리 정보의 연속적 3차원 등록은 상당한 수행 시간을 필요로 한다. 실시간 위치 추정을 위해 우리는 투영 기반의 등록 방법과 Uniform Arc Length Sampling(이하 UALS) 방법을 제안한다. UALS는 거리영상에서의 GSD(ground sample distance)를 균일하게 유지하면서 동시에 3차원 샘플 포인트의 수를 줄일 수 있는 장점을 가지고 있다. 또한 투영 기반 등록 기술은 3차원 대응점의 탐색 시간을 감소시킨다. 두 개의 실제 항법 경로를 이용한 실험을 통하여 제안하는 방법의 성능을 검증하였다. 3차원 점군의 다양한 샘플링에 대하여 제안하는 기술의 속도 및 정합 성능을 기존 방법과 비교하였다.