• Title/Summary/Keyword: Network Synthesis

검색결과 406건 처리시간 0.025초

컨볼루션 인공신경망을 이용한 2차원 게임 이미지 색상 합성 시스템 (2D Game Image Color Synthesis System Using Convolutional Neural Network)

  • 홍승진;강신진;조성현
    • 한국게임학회 논문지
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    • 제18권2호
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    • pp.89-98
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    • 2018
  • 최근의 인공 신경망(Neural Network) 기법은 전통적인 분류 문제와 군집화 문제 해결에서 벗어나 이미지 생성 같은 컨텐츠 생성에서도 좋은 성능을 보이고 있다. 본 연구에서는 차세대 컨텐츠 생성 기법으로 인공신경망을 이용한 이미지 생성기법을 제안한다. 제안하는 인공신경망 모델은 두개의 이미지를 입력받아서 하나의 이미지에서는 색상을, 다른 이미지에서는 모양을 가져와 새로운 이미지로 조합해낸다. 이 모델은 컨볼루션 인공신경망(Convolutional Neural Network)으로 제작되었으며 각각 이미지에서 색상과 모양을 추출해내는 두 개의 인코더와 각 인코더의 값을 모두 넘겨받아 하나의 조합이 되는 이미지를 생성해내는 하나의 디코더로 구성이 되어있다. 본 연구의 성과는 저비용으로 게임 개발 프로세스 상 다양한 2차원 이미지 생성 및 보정 작업에 활용될 수 있다.

Exploration of growth mechanism for layer controllable graphene on copper

  • Song, Woo-Seok;Kim, Yoo-Seok;Kim, Soo-Youn;Kim, Sung-Hwan;Jung, Dae-Sung;Jun, Woo-Sung;Jeon, Cheol-Ho;Park, Chong-Yun
    • 한국진공학회:학술대회논문집
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    • 한국진공학회 2011년도 제40회 동계학술대회 초록집
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    • pp.490-490
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    • 2011
  • Graphene, hexagonal network of carbon atoms forming a one-atom thick planar sheet, has been emerged as a fascinating material for future nanoelectronics. Huge attention has been captured by its extraordinary electronic properties, such as bipolar conductance, half integer quantum Hall effect at room temperature, ballistic transport over ${\sim}0.4{\mu}m$ length and extremely high carrier mobility at room temperature. Several approaches have been developed to produce graphene, such as micromechanical cleavage of highly ordered pyrolytic graphite using adhesive tape, chemical reduction of exfoliated graphite oxide, epitaxial growth of graphene on SiC and single crystalline metal substrate, and chemical vapor deposition (CVD) synthesis. In particular, direct synthesis of graphene using metal catalytic substrate in CVD process provides a new way to large-scale production of graphene film for realization of graphene-based electronics. In this method, metal catalytic substrates including Ni and Cu have been used for CVD synthesis of graphene. There are two proposed mechanism of graphene synthesis: carbon diffusion and precipitation for graphene synthesized on Ni, and surface adsorption for graphene synthesized on Cu, namely, self-limiting growth mechanism, which can be divided by difference of carbon solubility of the metals. Here we present that large area, uniform, and layer controllable graphene synthesized on Cu catalytic substrate is achieved by acetylene-assisted CVD. The number of graphene layer can be simply controlled by adjusting acetylene injection time, verified by Raman spectroscopy. Structural features and full details of mechanism for the growth of layer controllable graphene on Cu were systematically explored by transmission electron microscopy, atomic force microscopy, and secondary ion mass spectroscopy.

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멀티-기가비트 WPAN 시스템을 위한 고속 QC-LDPC 복호기 구조 (High-Throughput QC-LDPC Decoder Architecture for Multi-Gigabit WPAN Systems)

  • 이한호;사부흐
    • 전자공학회논문지
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    • 제50권2호
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    • pp.104-113
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    • 2013
  • 60GHz 멀티-기가비트 WPAN 시스템을 위한 고속 QC-LDPC 복호기의 구조를 제안한다. 제안한 QC-LDPC 복호기 설계를 위하여 4 블록-병렬 계층 복호 기술과 fixed wire network 기술이 적용 되었다. 2단 파이프라이닝과 4 블록-병렬 계층 복호기술은 동작 주파수와 데이터 처리량을 개선시키는데에 큰 효과가 있다. 또한 본 제안한 복호기 구조에서 스위치 네트워크를 구현하여 위하여 fixed wire network로 간단하게 구현될 수 있으면 하드웨어 복잡도를 크게 감소시킬 수 있다. 제안한 672-비트, rate-1/2인 QC-LDPC 복호기 구조는 90-nm CMOS 표준 셀을 이용해 설계 및 합성하였다. 성능 분석 결과 제안한 QC-LDPC 복호기 구조는 794K 게이트를 가지며 클락 속도 290MHz 에서 작동한다. 12-iteration일 때 데이터 처리율은 3.9 Gbps 이며 60GHz WPAN 시스템에 적용되어 사용 될 수 있다.

Safety and Reliability Assessment by using Dynamic Reliability Analysis Method

  • Lee, Sook-Hyung;Oh, Se-Ki
    • 한국원자력학회:학술대회논문집
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    • 한국원자력학회 1997년도 춘계학술발표회논문집(1)
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    • pp.437-443
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    • 1997
  • DYLAM and its related applications are reviewed in detail and found to have many favorable characteristics. Concerning human factor analysis, the study demonstrates that DYLAM methodology represents an appropriate tool to study man-machine behavior provided that DYLAM is used to model machine behavior and an appropriate operator interface human factor model is included. A hybrid model which is a synthesis of the DYLAM model, a system thermodynamic simulation model and a neural network predicative model, is implemented and used to analyze dynamically the CANDU pressurizer system.

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Safety and Reliability Assessment by using Dynamic Reliability Analysis Method

  • Lee, Sook-Hyung;Park, Jong-Woon;Lim, Jae-Cheon
    • 한국에너지공학회:학술대회논문집
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    • 한국에너지공학회 1995년도 추계학술발표회 초록집
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    • pp.75-81
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    • 1995
  • DYLAM and its related applications are reviewed in detail and found to have many favourable characteristics. Concerning human factor analysis, the study demonstrates that DYLAM methodology represents an appropriate tool to study man-machine behaviour provided that DYLAM is used to model machine behaviour and an appropriate operator interface human factor model is included. A hybrid model which is a synthesis of the DYLAM model, a system thermodynamic simulation model and a neural network predicative model, is implemented and used to analyse dynamically the CANDU pressurizer system.

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Application of Dynamic Reliability Analysis Method to the CANDU Pressurizer System

  • Lee, Sook-Hyung;Oh, Se-Ki
    • Nuclear Engineering and Technology
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    • 제30권3호
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    • pp.194-201
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    • 1998
  • DYLAM (Dynamic Logical Analytical Methodology) and its related methodologies are reviewed and found to have many favorable characteristics. Previous studies have shown that the DYLAM methodology represents an appropriate tool to study dynamic analysis. A hybrid model which is a synthesis of the DYLAM model, a system thermodynamic simulation model and a neural network predicative model, is implemented and used to analyze dynamically the CANDU pressurizer system. This study demonstrates that the hybrid model for system reliability analyses is effective.

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계의 분리법에 의한 제약 조건이 주어진 계의 열교환망 합성 (Heat Exchanger Network Synthesis for the System with Constraints Using System Separation Method)

  • 이해평;이인영;류경옥
    • 에너지공학
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    • 제4권1호
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    • pp.13-22
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    • 1995
  • 공정산업에서 열교환망의 최적화를 통한 에너지 회수 및 절감 기술의 개발을 목적으로, 여러 개의 핀치를 갖거나 또는 안전 및 배열 등과 같은 제약조건들이 주어진 계를 대상으로, 계의 분리법(system separation method)을 적용하여 신뢰도가 높은 목표값(target)을 설정하는 연구의 일환이다. 본 연구에서는 그 목표값의 10% 이내에 도달할 수 있도록 실제적인 열교환망 합성을 수행하는 프로그램 개발에 중점을 두었으며, 조업 중인 기존 공정에 적용해 본 결과, 연간 총비용의 15% 정도를 절감할 수 있는 결과를 얻을 수가 있었다.

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에틸렌글리콜 용액을 이용한 2성분계 Titanate 분말의 합성 (Synthesis of Two-Component Titanate Powders Using Ethylene Glycol Solution)

  • 이상진;권명도
    • 한국분말재료학회지
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    • 제9권5호
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    • pp.346-351
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    • 2002
  • Pure and fine, two-component titanate powders (barium titanate, calcium titanate etc.) were synthesized by an ethylene glycol method. Titanium isopropoxide and other metal ionic salts were dissolved in liquid-type ethylene glycol without any precipitation. In non-aqueous system, the amount of ethylene glycol affected the solubility and homogeneity of metal cation sources in the solution. At the optimum amount of the polymer, the metal ions were dispersed effectively in solution and a homogeneous polymeric network was formed. Most of the synthesized powders had sub-micron or nano-size primary particles after calcination and the agglomerated calcined powders were easily ground by ball milling process. All synthesized titanate powders had stable crystallization behavior at low temperature and high specific surface area after ball milling. The crystallization behavior and the microstructures of the calcined powders were affected on the ethylene glycol content.

Networked $H_{\infty}$ Approach에 의한 전력계통안정화 (Networked $H_{\infty}$ Approach and Power System Stabilization)

  • 이상성
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2005년도 제36회 하계학술대회 논문집 A
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    • pp.226-228
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    • 2005
  • This paper deals with power system stabilization problem using a network control system in which the control is applied through a communication channel in feedback form. Analysis and synthesis issues are investigated by modeling the packet delivery characteristics of the network as a Bernoulli random variable, which is described by a two state Markov chain. This model assumption yields an overall system which is described by a discrete-time Markov jump linear system. These employ the norm to measure the performance of the system, and they compute the norm via a necessary and sufficient matrix inequality condition.

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