• Title/Summary/Keyword: Embedding

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NOTE ON NORMAL EMBEDDING

  • Yi, Seung-Hun
    • Bulletin of the Korean Mathematical Society
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    • v.39 no.2
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    • pp.289-297
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    • 2002
  • It was shown by L. Polterovich ([3]) that if L is a totally real submanifold of a symplectic manifold $(M,\omega)$ and L is parallelizable then L is normal. So we try to find an answer to the question of whether there is a compatible almost complex structure J on the symplectic vector bundle $TM$\mid$_{L}$ such that $TL{\cap}JTL=0$ assuming L is normal and parallelizable. Although we could not reach an answer, we observed that the claim holds at the vector space level. And related to the question, we showed that for a symplectic vector bundle $(M,\omega)$ of rank 2n and $E=E_1{\bigoplus}E_2$, where $E=E_1,E_2$are Lagrangian subbundles of E, there is an almost complex structure J on E compatible with ${\omega}$ and $JE_1=E_2$. And finally we provide a necessary and sufficient condition for a given embedding into a symplectic manifold to be normal.

Training of Locally Linear Embedding using Multilayer Perceptrons (LLE(Locally Linear Embedding)의 함수관계에 대한 다층퍼셉트론 학습)

  • Oh, Sang-Hoon
    • Proceedings of the Korea Contents Association Conference
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    • 2007.11a
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    • pp.217-220
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    • 2007
  • LLE(Locally Linear Embedding) has been proposed to compute low dimensional, neighborhood preserving embeddings of high dimensional data. Here, we should perform whole processes of LLE when untrained patterns are presented. In this paper, we propose a training of MLPs(Multilayer Perceptrons) to perform the mapping of LLE from high dimensional data to low dimensional ones.

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Performance analysis of Various Embedding Models Based on Hyper Parameters (다양한 임베딩 모델들의 하이퍼 파라미터 변화에 따른 성능 분석)

  • Lee, Sanga;Park, Jaeseong;Kang, Sangwoo;Lee, Jeong-Eom;Kim, Seona
    • Annual Conference on Human and Language Technology
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    • 2018.10a
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    • pp.510-513
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    • 2018
  • 본 논문은 다양한 워드 임베딩 모델(word embedding model)들과 하이퍼 파라미터(hyper parameter)들을 조합하였을 때 특정 영역에 어떠한 성능을 보여주는지에 대한 연구이다. 3 가지의 워드 임베딩 모델인 Word2Vec, FastText, Glove의 차원(dimension)과 윈도우 사이즈(window size), 최소 횟수(min count)를 각기 달리하여 총 36개의 임베딩 벡터(embedding vector)를 만들었다. 각 임베딩 벡터를 Fast and Accurate Dependency Parser 모델에 적용하여 각 모들의 성능을 측정하였다. 모든 모델에서 차원이 높을수록 성능이 개선되었으며, FastText가 대부분의 경우에서 높은 성능을 내는 것을 알 수 있었다.

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Finite element study on the hydro-embedding process (유한요소 해석법을 이용한 하이드로 임베딩 공정연구)

  • Kim D. K.;Park K. S.;Kim D. H.;Moon Y. S.
    • Proceedings of the Korean Society for Technology of Plasticity Conference
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    • 2004.05a
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    • pp.206-209
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    • 2004
  • In the hydroforming process the number of process can be reduced by combining pre-forming process and post-forming process such as the bending, piercing and the embedding process. Integrated studies on the embedding manufacturing technology have been performed by analyzing the deformed mode of the tubes and the optimal process parameters. In this study, a simulation model that can prove clamping force between the clamping element and tube has been investigated by FEM. The characteristics of the embedded parts, such as the shape of the screw tip, screw thread and shape of thread were investigated at various clamping element conditions.

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A "Thru-Short-Open" De-embedding Method for Accurate On-Wafer RF Measurements of Nano-Scale MOSFETs

  • Kim, Ju-Young;Choi, Min-Kwon;Lee, Seong-Hearn
    • JSTS:Journal of Semiconductor Technology and Science
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    • v.12 no.1
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    • pp.53-58
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    • 2012
  • A new on-wafer de-embedding method using thru, short and open patterns sequentially is proposed to eliminate the errors of conventional methods. This "thru-short-open" method is based on the removal of the coupling admittance between input and output interconnect dangling legs. The increase of the de-embedding effect of the lossy coupling capacitance on the cutoff frequency in MOSFETs is observed as the gate length is scaled down to 45 nm. This method will be very useful for accurate RF measurements of nano-scale MOSFETs.

A De-Embedding Technique of a Three-Port Network with Two Ports Coupled

  • Pu, Bo;Kim, Jonghyeon;Nah, Wansoo
    • Journal of electromagnetic engineering and science
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    • v.15 no.4
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    • pp.258-265
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    • 2015
  • A de-embedding method for multiport networks, especially for coupled odd interconnection lines, is presented in this paper. This method does not require a conversion from S-parameters to T-parameters, which is widely used in the de-embedding technique of multiport networks based on cascaded simple two-port relations, whereas here, we apply an operation to the S-matrix to generate all the uncoupled and coupled coefficients. The derivation of the method is based on the relations of incident and reflected waves between the input of the entire network and the input of the intrinsic device under test (DUT). The characteristics of the intrinsic DUT are eventually achieved and expressed as a function of the S-parameters of the whole network, which are easily obtained. The derived coefficients constitute ABCD-parameters for a convenient implementation of the method into cascaded multiport networks. A validation was performed based on a spice-like circuit simulator, and this verified the proposed method for both uncoupled and coupled cases.

De-embedding Model including Substrate Effects (Substrate 효과를 고려한 De-embedding Model)

  • Hwang, Ee-Soon;Lee, Dong-Ik;Jung, Woong
    • Proceedings of the IEEK Conference
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    • 1999.06a
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    • pp.895-898
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    • 1999
  • Recently, small signal modeling of CMOS device becomes more difficult because the design rule goes into deep submicron. De-embedding of substrate parameters is important in order to use CMOS devices at RF frequencies. In this paper, we suggest a new de-embedding model with refined physical meaning and accuracy. In GaAs IC’s, the substrate is almost an insulator but Si substrate has the semiconducting characteristics. It offers some troubles if it is treated like GaAs substrate. The conducting substrate is modeled with five resistances, which leads to very accurate modeling so long as the pad layout is symmetrical. Frequency range is up to 39㎓ and fitting accuracy is as small as 0.00037 on least square errors.

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Steganalysis of adaptive JPEG steganography by selecting DCT coefficients according to embedding distortion

  • Song, Xiaofeng;Liu, Fenlin;Yang, Chunfang;Luo, Xiangyang;Li, Zhenyu
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.9 no.12
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    • pp.5209-5228
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    • 2015
  • According to the characteristics of adaptive JPEG steganography which determines the changed DCT coefficients based on embedding distortion, a new steganalysis method by selecting the DCT coefficients with small distortion values is proposed. Firstly, the principle of adaptive JPEG steganography through minimizing distortion is introduced. Secondly, the practicability of selecting the changed DCT coefficients according to distortion values is studied. Thirdly, the proposed steganalysis method is given and the embedding sensitivity of the steganalysis feature extracted from the selected DCT coefficients is analyzed. Lastly, the implement processes of the proposed method are presented and analyzed in details. In the experiments, PQt, PQe and J-UNIWARD steganography are used as examples to verify the effect of the proposed steganalysis method for adaptive JPEG steganography. A serial experimental results show the detection accuracy can be improved obviously, especially when the payload is relatively low.

De-Embedding Method Using 8-Term Error Based on 1-Port Calculation (1-포트 측정을 기반으로 한 8-Term Error De-Embedding 기법)

  • Song, Minsoo;Kim, Kwangho;Nah, Wansoo
    • Proceedings of the KIEE Conference
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    • 2015.07a
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    • pp.125-126
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    • 2015
  • 통신 시스템에서의 더 늘어난 대역폭(Band Width)의 수요로 인해 집적회로(Integrated Circuit)에서 더 높은 동작 주파수(Operating Frequency)를 필요로 하게 되었다. 고주파 영역에서는 SRF(Self Resonance Frequency) 문제와 소자 값의 정확성(Accuracy)에 대한 문제 때문에 정수소자(Lumped Element)를 이용하여 해석을 할 수 없으며 이로 인하여 어떠한 회로의 전기적 특성을 평가함에 있어서 전송선로(Transmission Line)를 이용하여 해석을 하는 것은 중요한 역할을 하게 되었다. 이러한 해석을 위해 순수한 내부 특성을 얻기 위하여 디 임베딩(De-Embedding)이라는 기법이 사용되고 있으나, 알려진 몇 가지의 방법들은 인터커넥터 부분을 완벽히 나타내지 못한다. 따라서 본 논문에서는 1-Port 측정을 기반으로 한 8-Term Error을 이용한 디 임베딩(De-Embedding) 방법을 이용하여 넓은 주파수 영역에서의 교정 값을 얻는 방법에 대하여 소개하고자 한다.

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Watermarking of Compressed Video in the Bitstream Domain: An Efficient Algorithm and its Implementation

  • Drobouchevitvh Inna G.;Lim Sung-Jun;Han Byung-Wan;Chang Hang-Bae;Kim Kyung-Kyu
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.31 no.4C
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    • pp.458-471
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    • 2006
  • Digital watermarking of multimedia data is a very active research area that has enjoyed a considerable amount of attention in recent years. In this paper, we propose an algorithm for embedding/detecting a fragile watermark in MPEG-4 compressed video domain (Simple and Advance Simple Profiles). The watermark bits are put directly into Huffman VLC-codespace of quantized DCT domain. The advantage of watermark embedding into the compressed domain is the significant savings for a real-time implementation as it does not require a full decoding operation. The watermark embedding does not change the video file size. The algorithm demonstrates high watermarking capacity, thereby providing reliable foolproof authentication. The results of experimental testing demonstrate that watermark embedding preserves the video quality. Watermark detection is performed without using the original video.