• Title/Summary/Keyword: M2M Translation

Search Result 200, Processing Time 0.025 seconds

English-Korean Machine Translation using Transformer (Transformer 를 사용한 영한 기계 번역)

  • Chun, Jin-woo;Koo, Jahwan;Kim, Ung-Mo
    • Proceedings of the Korea Information Processing Society Conference
    • /
    • 2020.11a
    • /
    • pp.912-915
    • /
    • 2020
  • 최근 자연어 처리 기술은 지속적으로 발전하고 있으며, 많은 분야에서 활용되고 있다. 그 중 번역 기술은 가장 널리 사용되고 있는 자연어 처리 기술 중 하나이다. 본 논문에서는 기존의 seq2seq 모델의 단점을 극복하기 위해 개발된 Transformer 를 통해 영어-한국어 번역기를 만드는 것의 가능성을 제시한다.

Construction of Yeast Vectors Potentially Useful for Expression of Eukaryotic Genes as ${\beta}$-galactosidase Fusion Proteins

  • Chung, Kyung-Sook;Choi, Won-Ja;Lee, Hee-Won;Kim, Kyu-Won;Yoo, Hyang-Sook
    • BMB Reports
    • /
    • v.29 no.4
    • /
    • pp.359-364
    • /
    • 1996
  • By both in vitro hydroxylamine mutagenesis of the wild type 3-phosphoglycerate kinase gene (PGK) promoter DNA and insertion of the leu2-d gene, we have created yeast expression vectors potentially useful for production of eukaryotic genes in yeast. The guanine (G) to adenine (A) change at the -3 position from the ATG start codon of the PGK promoter-based vector rendered a 6~7 times elevated expression of the adjacent eukaryotic gene, and insertion of the leu2-d gene in the vector containing the mutated PGK promoter further enhanced the expression of the gene. When expression of the AIDS virus HIV1-gagP17 gene in a lacZ fusion form was examined with this new vector, a 15 times higher level of expression than that from the original PGK promoter was observed. Northern and Southern analysis showed that this elevated expression is due to the production of a high copy number of mRNA by leu2-d gene functioning and by efficient translation of the produced mRNA. Thus, the vector that contained the A at the -3 position from the ATG start codon in the promoter region and the leu2-d gene shows increased expression capability and will be potentially useful for production of eukaryotic genes in yeast.

  • PDF

Semantic Object Segmentation Using Conditional Generative Adversarial Network with Residual Connections (잔차 연결의 조건부 생성적 적대 신경망을 사용한 시맨틱 객체 분할)

  • Ibrahem, Hatem;Salem, Ahmed;Yagoub, Bilel;Kang, Hyun Su;Suh, Jae-Won
    • Journal of the Korea Institute of Information and Communication Engineering
    • /
    • v.26 no.12
    • /
    • pp.1919-1925
    • /
    • 2022
  • In this paper, we propose an image-to-image translation approach based on the conditional generative adversarial network for semantic segmentation. Semantic segmentation is the task of clustering parts of an image together which belong to the same object class. Unlike the traditional pixel-wise classification approach, the proposed method parses an input RGB image to its corresponding semantic segmentation mask using a pixel regression approach. The proposed method is based on the Pix2Pix image synthesis method. We employ residual connections-based convolutional neural network architectures for both the generator and discriminator architectures, as the residual connections speed up the training process and generate more accurate results. The proposed method has been trained and tested on the NYU-depthV2 dataset and could achieve a good mIOU value (49.5%). We also compare the proposed approach to the current methods in semantic segmentation showing that the proposed method outperforms most of those methods.

Characteristics of Pelvic Ranges According to Artificial Leg Length Discrepancy During Gait: Three-Dimensional Analysis in Healthy Individuals (보행 중 인위적 다리길이 차이에 따른 3차원적 골반 가동범위의 특성)

  • Kim, Yongwook
    • Journal of The Korean Society of Integrative Medicine
    • /
    • v.7 no.2
    • /
    • pp.59-67
    • /
    • 2019
  • Purpose : The purpose of this study was to analyze the dynamic range of motion (ROM) of pelvic and translation of center of mass (COM) when wearing different shoe insole lifts according to leg length discrepancy (LLD) during free speed gait. Methods : Thirty-five healthy adults were participated in this study. Kinematic data were collected using a Vicon motion capture system. Reflective and cluster 40 markers attached to participants lower extremities and were asked to walk in a 6 m gait way under three different shoe lift conditions (without any insole, 1 cm insole, and 2 cm insole). The pelvic ROM and COM translation in three planes were sorted using a Nexus software, and a Visual3D motion analysis software was used to coordinate all kinematic data. Results : There were significantly increased maximal pelvic elevation and total pelvic range in coronal plane when wearing a standard shoe with 2 cm insole lift during gait (p<.05). When wearing a standard shoe with 2 cm insole lift, the total range of the pelvic segment were significantly different in all three motion planes (p<.05). Conclusion : Although LLD of less than 2 cm develops abnormal movement pattern of the pelvis and may cause of musculoskeletal diseases such as low back pain, hip and knee joint osteoarthritis, therefore intensive various physical therapy interventions for LLD are needed.

A Gene Encoding Endoplasmic Reticulum Resident 29 kDa Protein is Regulated by TSH-Dependently at the Transcription Level (갑상선자극호르몬에 의한 분자\ulcorner페론 ERp29 유전자의 발현)

  • Park, Soo-Jung;Lee, Woong-Hee;Goo, Tae-Won;Yun, Eun-Young;Hwang, Jae-Sam;Kim, Ho;Shong, Min-Ho;Kwon, O-Yu
    • Journal of Life Science
    • /
    • v.10 no.2
    • /
    • pp.150-156
    • /
    • 2000
  • This experiment was performed to evaluate the effect of TSH (thyroid-stimulating) on the ERp29 (endoplasmic reticulum resident 29 kDa protein) gene expression in the rat thyrocytes of FRTL-5 cells. Although ERp29 mRNA was constantly expressed, its expression began to increase remarkably from 10-9 M TSH. and its maximum expression was at 5×10-9 M TSH (about 3.5 fold). On the other hand, the effect of TSH on the abundance of ERp29 mRNA started within 6 h, and peaked at 8 h (about 2.5 fold). Actinomycin D (transcription inhibitor) strongly blocked this effect while cycloheximide (translation inhibitor) did not. The half-life of ERp29 mRNA was about 4.5 h in the presence or absence of TSH that was not affected by the stability of ERp29 mRNA. The effect of TSH on the ERp29 gene expression was specific, while other growth factors (transfferin, insulin, and hydrocortisone) did not alter its expression. Our data indicate for the first time that the expression of ERp29 is regulated transcriptionally by TSH in the thyrocytes.

  • PDF

Genetic Organization of the Recombinant Bacillus pasteurii Urease Genes Expressed in Escherichia coli

  • Kim, Sang-Dal;Hausinger, Robert P.
    • Journal of Microbiology and Biotechnology
    • /
    • v.4 no.2
    • /
    • pp.108-112
    • /
    • 1994
  • The genetic organization of the urease gene cluster from an alkalophilic Bacillus pasteurii was determined by subcloning and Tn5 transposon mutagenesis of a 10.7 kilobasepair cloned fragment. A region of DNA between 5.0 and 6.0 kb in length is necessary for urease activity. In vitro transcription-translation analysis of transposon insertion mutants of the cloned urease genes demonstrated that the major ($M_r$ 67,000) and minor ($M_r$ 20,000) structural peptides of urease are encoded at one end of the urease gene cluster and at least 3 additional polypeptides are encoded by adjacent DNA sequences.

  • PDF

A New Algorithm for Resolving Narrowband Coherent Signals Incident on a General Array (임의 배열 안테나로 입사하는 협대역 코히어런트 신호의 분리를 위한 새로운 알고리즘)

  • 박형래;김영수
    • Journal of the Korean Institute of Telematics and Electronics B
    • /
    • v.32B no.7
    • /
    • pp.989-1002
    • /
    • 1995
  • In this paper, we propose a new algorithm, so called the Signal Decorrelation via Virtual Translation of Array (SDVTA) algorithm, for estimating the directions of arrival(DOA's) of narrowband coherent signals incident on a general array. An effective procedure is composed of transforming the steering matrix of the original array into that of the virtually translated sensor array and taking the average of the transformed covariance matrices in order to decorrelate the coherent signals. The advantage of this approach is in that 1) it can estimate the DOA's of m-1 coherent signals(M : the number of array sensors) since the effective aperture size is never reduced. 2) a geometry of array is unrestricted for solving the narrowband coherency problem. 3) the efficiency of signal decorrelation does not depend on the phase differences between coherent signals unlike the Coherent Signal Subspace Method (CSM). Simulation results are illustrated to demonstrate the superior performance of this new algorithm in comparison with the normal MUSIC and examine the comparative performance with the various choices of the optimal transformation matrix under coherent signal environments.

  • PDF

Effects of Gut Extract Protein and Insulin on Glucose Uptake and GLUT 1 Expression in HC 11 Mouse Mammary Epithelial Cells

  • Myung, K.H.;Ahn, B.J.
    • Asian-Australasian Journal of Animal Sciences
    • /
    • v.15 no.8
    • /
    • pp.1210-1214
    • /
    • 2002
  • The large and rapid changes of glucose utilization in lactating mammary tissue in response to changes in nutritional state must be largely related by external signal of insulin. This also must be related with the quantity and composition of the diet in vivo. To characterize the mode of gut extract protein with insulin, in vitro experiment was conducted with HC11 cells. The gut extract protein has not only the same effect as insulin alone but also the synergistic effect with insulin in 2-Deoxy[3H] glucose uptake. Although the gut extract did not modulates glucose uptake via increasing the rate of translation of the GLUT1 protein, northern blot analysis indicated that the gut extract protein increased the expression of GLUT1 mRNA by a threefold and also there was a dose-dependent increase in the expression of GLUT1 mRNA. The gut extract protein is therefore shown to be capable of modulating glucose uptake by transcription level with insulin in HC 11 cells.

Two-Dimensional Phase Retrieval Using Window Functions (윈도우 함수를 이용한 2차원 신호의 위상복원)

  • Kim, Woo-Shik
    • Journal of the Korean Institute of Telematics and Electronics S
    • /
    • v.35S no.10
    • /
    • pp.126-134
    • /
    • 1998
  • In this paper, we consider the problem of reconstructing a two-dimensional signal from its Fourier intensity and the Fourier intensities of two windowed signals: one by a window w(m,n) and the other by its complementary window [1-w(m,n)]. We develop several conditions under which a signal can be uniquely specified to within several trivial ambiguities such as sign, translation,and time-reversal from the given conditions. We present two possible reconstruction algorithms derived from the Gerchberg-Saxton algorithm.

  • PDF

Factors affecting force system of orthodontic loop spring (교정용 loop 스프링의 force system에 영향을 주는 요소)

  • Choy, Kwang-Chul;Kim, Kyung-Ho;Park, Young-Chel
    • The korean journal of orthodontics
    • /
    • v.29 no.5 s.76
    • /
    • pp.511-519
    • /
    • 1999
  • The shape of orthodontic retraction spring was varied and force system of each case was obtained using numerical analysis and verified with spring tester. The factors for obtaining biomechanically efficient spring under anatomic limitation were suggested as follows. 1. M/F ratio increases and L/D rate decreases as loop height increases. 2. M/F ratio increases and L/D rate decreases as incorporating more wire above minimum bending moment area. 3. M/F ratio decreases and L/D rate decrease as incorporating more wire below minimum bending moment area. 4. M/F ratio can not be greater than spring height no matter how much wire is incorporated at the apex of the loop. 5. Additional moment is necessary to obtain enough M/F ratio for translation under anatomical limitation. 6. Additional moment should be incorporated at every pah of the spring because M/F ratio and L/D rate decreases as horizontal spring length increases. 7. Material, cross section, and shape of the spring influence L/D rate, whereas M/F ratio is influenced by the shape of the spring independent from material and cross section.

  • PDF