• 제목/요약/키워드: Cascade architecture

검색결과 36건 처리시간 0.019초

Sigma-Pi$_{t}$ Cascaded Hybrid Neural Network and its Application to the Spirals and Sonar Pattern Classification Problems

  • Iyoda, Eduardo-Masato;Hajime Nobuhara;Kazuhiko Kawamoto;Shin′ichi Yoshida;Kaoru Hirota
    • 한국지능시스템학회:학술대회논문집
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    • 한국퍼지및지능시스템학회 2003년도 ISIS 2003
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    • pp.158-161
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    • 2003
  • A cascade structured neural network called Sigma-Pi$_{t}$ Cascaded Hybrid Neural Network ($\sigma$$\pi$$_{t}$-CHNN) is Proposed. It is an extended version of the Sigma-Pi Cascaded extended Hybrid Neural Network ($\sigma$$\pi$-CHNN), where the classical multiplicative neuron ($\pi$-neuron) is replaced by the translated multiplicative ($\pi$$_{t}$-neuron) model. The learning algorithm of $\sigma$$\pi$$_{t}$-CHNN is composed of an evolutionary programming method, responsible for determining the network architecture, and of a Levenberg-Marquadt algorithm, responsible for tuning the weights of the network. The $\sigma$$\pi$$_{t}$-CHNN is evaluated in 2 pattern classification problems: the 2 spirals and the sonar problems. In the 2 spirals problem, $\sigma$$\pi$$_{t}$-CHNN can generate neural networks with 10% less hidden neurons than that in previous neural models. In the sonar problem, $\sigma$$\pi$$_{t}$-CHNN can find the optimal solution for the problem i.e., a network with no hidden neurons. These results confirm the expanded information processing capabilities of $\sigma$$\pi$$_{t}$-CHNN, when compared to previous neural network models. network models.

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Development of real-time monitoring system using wired and wireless networks ina full-scale ship

  • Paik, Bu-Geun;Cho, Seong-Rak;Park, Beom-Jin;Lee, Dong-Kon;Bae, Byung-Dueg
    • International Journal of Naval Architecture and Ocean Engineering
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    • 제2권3호
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    • pp.132-138
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    • 2010
  • In the present study, the real-time monitoring system is developed based on the wireless sensor network (WSN) and power line communication (PLC) employed in the 3,000-ton-class training ship. The WSN consists of sensor nodes, router, gateway and middleware. The PLC is composed of power lines, modems, Ethernet gateway and phase-coupler. The basic tests show that the ship has rather good environments for the wired and wireless communications. The developed real-time monitoring system is applied to recognize the thermal environments of main-engine room and one cabin in the ship. The main-engine room has lots of heat sources and needs careful monitoring to satisfy safe operation condition or detect any human errors beforehand. The monitoring is performed in two regions near the turbocharger and cascade tank, considered as heat sources. The cabin on the second deck is selected to monitor the thermal environments because it is close to the heat source of main engine. The monitoring results of the cabin show the thermal environment is varied by the human activity. The real-time monitoring for the thermal environment would be useful for the planning of the ventilation strategy based on the traces of the human activity against inconvenient thermal environments as well as the recognizing the temperature itself in each cabin.

자체보정 벡터 발생기를 이용한 7-bit 2GSPS A/D Converter의 설계 (Design of a 7-bit 2GSPS Folding/Interpolation A/D Converter with a Self-Calibrated Vector Generator)

  • 김승훈;김대윤;송민규
    • 대한전자공학회논문지SD
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    • 제48권4호
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    • pp.14-23
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    • 2011
  • 본 논문에서는 자체보정 벡터 발생기(Self-Calibrated Vector Generator)를 이용한 7-bit 2GSPS folding/interpolation A/D Converter (ADC)를 제안한다. 제안하는 ADC는 2GSPS 의 고속 변환에 적합한 상위 2-bit, 하위 5-bit 인 분할구조로 설계 되었으며, 각각의 folding/interpolation rate는 4와 8로 설정되었다. 최대 1GHz의 높은 입력신호를 처리하기 위해 cascade 구조의 preprocessing block을 적용하였으며, 전압 구동 방식 interpolation 기법을 적용하여 기준전압 생성 시 발생하는 추가적인 전력소모를 최소화하였다. 또한, 새로운 개념의 자체보정 벡터 발생기를 이용하여 device mismatch, 기생 저항 및 커패시턴스 등에 의한 offset error를 최소화하였다. 제안하는 ADC는 1.2V 0.13um 1-poly 7-metal CMOS 공정을 사용하여 설계 되었으며 calibration 회로를 포함한 유효 칩 면적은 2.5$mm^2$ 이다. 측정 결과 입력 주파수 9MHz, sampling 주파수 2GHz에서 39.49dB의 SNDR 특성을 보이며, calibration 회로의 작동결과 약 3dB 정도의 SNDR의 상승을 확인하였다.

북한산 조계동 송계별업(松溪別業) 정원 복원을 위한 경관해석 (A Study on the Landscape Interpretation of Songge Byeoleop(Korean Villa) Garden at Jogyedong, Mt. Bukhansan near Seoul for the Restoration)

  • 노재현;송석호;조장빈;심우경
    • 한국전통조경학회지
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    • 제36권4호
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    • pp.1-17
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    • 2018
  • 문헌연구와 현장연구를 바탕으로 17C 중반 북한산 조계동(曹溪洞)에 조영된 송계별업의 장소성과 별업의 정원상 및 경관상을 추적하여 송계별업 원림의 복원을 전제로 한 경관해석을 시도한 본 연구의 결과는 다음과 같다. 송계별업은 인조의 3남이자 효종의 아우인 인평대군 이요가 인조 24년에 조성한 왕가별업이다. 본제는 직선거리로 약 7km 떨어진 건덕방 타락산 아래의 궁집 석양루로서, 대군이라는 조영주체의 신분적 특수성 때문에 송계별업 또한 단청 및 건물의 제도가 매우 화려하였을 것으로 추정된다. 이곳의 장소정체성이자 핵심경관은 구천은폭으로 중국 여산폭포에 비견되는 다층의 폭포를 갖는 관폭과 청음의 공간이었으며, 별업 멸실 이후에는 왕릉 부석장으로 역할과 부석금표처의 장소이미지가 더해졌다. 조계동천을 중심으로 한 송계별업 내원은 구천은폭을 비롯하여 한담과 창벽 등의 자연경관과 비홍교, 보허각, 영휴당 그리고 계당 등의 인공요소가 절묘하게 조화되었다. 또 현존하는 '송계별업'과 '구천은폭' 바위글씨는 별업원림의 조영자와 영역성을 상징하는 경관언어이자 장소 표식으로, 보허각을 중심으로 비홍교, 창벽, 한담 등의 경물명을 바위에 세기고 의미를 부여하였다. 특히 시각적 종점의 역할을 하는 구천은폭은 캐스캐이드형의 다단폭포로서 그 하부는 말구유 형상의 절리상 포트홀의 지형경관적 특성을 보인다. 한편 외원은 별업 정문과 행랑채 성격을 갖는 공간과 내 외원 양자를 연결시켜주는 계당과 돌다리 그리고 기거를 목적으로 한 영휴당 등으로 구분된다. 영휴당에서는 보허각만 관망되는 반면 보허각에서는 구천은폭을 비롯하여 영휴당 등 사방의 조망이 가능하도록 한 이원적 조망 틀짜임이 읽혀진다. 또한 비홍교에서 구천은폭과 창벽 그리고 한담을 상호 부감 앙시하게 되며, 비홍교를 건너 보허각에 올라 구천은폭과 조계동천을 바라보는 단계적 행위를 체험케함으로써 속세에서 선계로 이행되는 시각구성을 보여주고 있다.

Lymphotoxin β 수용체를 통한 fibroblastic reticular cell의 stress fiber 변화와 myosin의 연관성 (Alteration of Stress Fiber in Fibroblastic Reticular Cells via Lymphotoxin β Receptor Stimulation is Associated with Myosin)

  • 김민환;김연희;최우봉;이종환
    • 생명과학회지
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    • 제25권5호
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    • pp.585-593
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    • 2015
  • Stress fiber (SF) 변화는 세포외부의 결합인자와 세포 수용체와 결합후 리모델링을 위해 액틴골격에 신호를 전달하며 일어난다. 이 연관은 결합장소에서 기계적 활동과 신호전달활동을 조절하는 다양한 스케폴드들과 신호 전달자에 의해 매게된다. Heterotrimeric transmembrane lymphotoxin α1β2 (LTα1β2)는 용해성 homotrimeric LT α를 포함하는 tumor necrosis factor (TNF) 계로 림프조직을 구성하는데 중요한 역할을 한다. LTα1β2와 LTβR의 결합은 fibroblastic reticular cell (FRC)에서 신호전달을 촉발한다. Agonistic anti-LTβR antibody 단독 혹은 LTα 그리고 TNFα의 조합으로 LTβR 자극은 세포의 액틴과 형태적 변화를 보았다. Agonistic anti-LTβR antibody의 FRC에서 작용을 통한 세포골격 재배열이 myosin과의 관련성을 확인하기위해 myosin light chain kinase (MLCK)의 저해제인 ML-7과 myosin light chains (MLC)와 myosin phosphatase target subunit 1 (MYPT1)의 인산화에 대한 효과를 확인하였다. MLCK 저해는 액틴 세포골격 재배열과 세포형태 변화를 유도하였다. 또한, MLC와 MYPT1인산화가 LTβR 자극에 의해 줄어드는 것을 확인하였다. DNA chip 분석은 myosin and actin 구성선분이 전사체 수준에서도 줄어드는 것을 보였다. 결론적으로 LTβR 자극은 FRC에서 SF변화는 myosin과 관련되어 있다는 것을 제시한다.

설비공학회 분야의 최근 연구 동향 : 2015년 학회지 논문에 대한 종합적 고찰 (Recent Progress in Air-Conditioning and Refrigeration Research : A Review of Papers Published in the Korean Journal of Air-Conditioning and Refrigeration Engineering in 2015)

  • 이대영;김사량;김현정;김동선;박준석;임병찬
    • 설비공학논문집
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    • 제28권6호
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    • pp.256-268
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    • 2016
  • This article reviews the papers published in the Korean Journal of Air-Conditioning and Refrigeration Engineering during 2015. It is intended to understand the status of current research in the areas of heating, cooling, ventilation, sanitation, and indoor environments of buildings and plant facilities. Conclusions are as follows. (1) The research works on the thermal and fluid engineering were carried out in the areas of flow, heat and mass transfer, cooling and heating, and air-conditioning, the renewable energy system and the flow inside building rooms. Research issues dealing with air-conditioning machines and fire and exhausting smoke were reduced. CFD seems to be spreading to more research areas. (2) Research works on heat transfer area were carried out in the categories of heat transfer characteristics, pool boiling and condensing heat transfer and industrial heat exchangers. Researches on heat transfer characteristics included the economic analysis of GHG emission, micro channel heat exchanger, effect of rib angle on thermal performance, the airside performance of fin-and-tube heat exchangers, theoretical analysis of a rotary heat exchanger, heat exchanger in a cryogenic environment, the performance of a cross-flow-type, indirect evaporative cooler made of paper/plastic film. In the area of pool boiling and condensing, the bubble jet loop heat pipe was studied. In the area of industrial heat exchangers, researches were performed on fin-tube heat exchanger, KSTAR PFC and vacuum vessel at baking phase, the performance of small-sized dehumidification rotor, design of gas-injection port of an asymmetric scroll compressor, effect of slot discharge-angle change on exhaust efficiency of range hood system with air curtain. (3) In the field of refrigeration, various studies were carried in the categories of refrigeration cycle, alternative refrigeration/energy system, system control. In the refrigeration cycle category, a cold-climate heat pump system, $CO_2$ cascade systems, ejector cycles and a PCM-based continuous heating system were investigated. In the alternative refrigeration/energy system category, a polymer adsorption heat pump, an alcohol absorption heat pump and a desiccant-based hybrid refrigeration system were investigated. In the system control category, turbo-refrigerator capacity controls and an absorption chiller fault diagnostics were investigated. (4) In building mechanical system research fields, eighteen studies were reported for achieving effective design of the mechanical systems, and also for maximizing the energy efficiency of buildings. The topics of the studies included energy performance, HVAC system, ventilation, and renewable energies, piping in the buildings. Proposed designs, performance tests using numerical methods and experiments provide useful information and key data which can improve the energy efficiency of the buildings. (5) The field of architectural environment was mostly focused on indoor environment and building energy. The main researches of indoor environment were related to the user and location awareness technology applied dimming lighting control system, the lighting performance evaluation for light-shelves, the improvement evaluation of air quality through analysis of ventilation efficiency and the evaluation of airtightness of sliding and LS window systems. The subjects of building energy were worked on the energy saving estimation of existing buildings, the developing model to predict heating energy usage in domestic city area and the performance evaluation of cooling applied with economizer control. The studies were also performed related to the experimental measurement of weight variation and thermal conductivity in polyurethane foam, the development of flame spread prevention system for sandwich panels, the utilization of heat from waste-incineration facility in large-scale horticultural facilities.