• 제목/요약/키워드: Backward Propagation

검색결과 65건 처리시간 0.399초

Systolic Array Simulator Construction for the Back-propagation ANN (역전파 ANN의 시스톨릭 어레이를 위한 시뮬레이터 개발)

  • 박기현;전상윤
    • Journal of Korea Society of Industrial Information Systems
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    • 제5권3호
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    • pp.117-124
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    • 2000
  • A systolic array is a parallel processing system which consists of processing elements of basic computation capabilities, connected with regular and local communication lines. It has been known that a systolic array is on of effective systems to solve complicated communication problems occurred between densely connected neurons on ANN(Artificial Neural Network). In this paper, a systolic array simulator for the back-propagation ANN, which automatically constructs the proper systolic array for a given number of neurons of the ANN, is designed and constructed. With animation techniques of the simulators, it is easy for users to be able to examine the execution of the back-propagation algorithm on the designed systolic array step by step. Moreover the simulator can perform forward and backward operations of the back-propagation algorithm either in sequence or in parallel on the designed systolic array. Parallel execution can be performed by feeding continuous input patterns and by executing bidirectional propagations on all of processing elements of a systolic array at the same time.

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The Directivity Measurement of Angle Probe by Photoelastic Visualization Method (광탄성가시화법에 의한 사각탐촉자의 지향성 평가에 관한 연구)

  • Nam, Y.H.;Date, K.
    • Journal of the Korean Society for Nondestructive Testing
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    • 제14권2호
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    • pp.83-89
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    • 1994
  • It is important for an ultrasonic testing to know the sound pressure field and the directivity of ultrasonic waves propagating in a solid. The directivity of ultrasonic wave is closely related to the sensitivity, the scanning pitch, the arrangement of angle probe, and the defect kind in ultrasonic testing. This paper describes on the directivity measurement of ultrasonic wave using ultrasonic wave visualization method. The directivity of the shear wave emitted from the angle probes were constant during propagation. The difference of directivity was existed between 2MHz and 4MHz angle probes. The centers of directivity were located backward from the incident poing and inside of the angle probe and were not changed during the wave propagation.

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The Propagation Effects on the Regional Economy Induced by U-City Construction in Wha-sung and Dong-tan City (U-City 구축에 따른 지역경제 파급효과 - 화성.동탄지역을 중심으로 -)

  • Kim, Pang-Ryong;Cho, Byung-Sun;Jeong, Woo-Soo
    • The Journal of Korean Institute of Communications and Information Sciences
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    • 제31권12B호
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    • pp.1087-1098
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    • 2006
  • This study is unlike common Input-Output Analysis in the point that both RAS and methods are applied to the dynamic Input-Output Model simultaneously. We have analyzed the propagation effects on the regional economy from the investment generated by u-City construction in Wha-sung and Dong-tan City. The main results of the study are as follows. The total induced effect on production according to u-City construction in Wha-sung and Dong-tan City is estimated about 2.9 times. On the other hand, u-City industry is appreciated as a industry which a forward linkage effect is very high while a backward linkage effect is not that high.

A Study on Reasoning and Learning of Fuzzy Rules Using Neural Networks (신경회로망을 이용한 퍼지룰의 추론과 학습에 관한 연구)

  • 이계호;임영철;김이곤;조경영
    • The Journal of Korean Institute of Communications and Information Sciences
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    • 제18권2호
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    • pp.231-238
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    • 1993
  • A rules of fuzzy control is to represent an expert‘s and engineer‘s ambiguous control knowledge of system with some lingustic rules. This rule is very difficult to represent perfectly because expert‘s knowledge is not precise and the rule is not perfect. We propose the fuzzy reasoning and learning to upgrade precision of imperfect rules successively after system running. In the proposed method, the precision of the backward part of a fuzzy rule is improved by back propagation learning method. Also, the method reasons the compatibility degree of the forward part of fuzzy rule by associative memory method. This method this is successfully applied to design auto-parking fuzzy controller in which expert‘s technology and knowledge are required in the limited area.

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Propagation Characteristic of Ultrasonic on Slit Defect in Butt Joint (맞대기 용접부내의 인공 결함에서 초음파의 전파특성)

  • 남영현
    • Journal of Welding and Joining
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    • 제14권6호
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    • pp.37-47
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    • 1996
  • An ultrasonic testing uses the directivity of the ultrasonic wave which propagates in one direction. The directivity is expressed as the relationship between the propagate direction and its sound pressure. The directivity of ultrasonic wave is related to determination of testing sensitivity, scanning pitch and defect location. This paper investigated the directivity of ultrasonic wave, which scattered from slit defect located in heat-affected zone (HAZ) in butt joint using visualization method. The directivity of shear waves scattered from slit defect were different according to probe direction (far defect, near defect) and probe position (forward movement, maximum echo position, backward movement). The difference of directivity of reflection wave was existed between 2 MHz and 4 MHz angle probes. In the case of 2 MHz angle probe, the directivity of reflection wave was appeared sharp form because of the relation wave length and defect size.

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Large Eddy Simulation of Turbulent Premixed Flame Behavior with Dynamic Subgrid G-Equation Model (Dynamic Subgrid G-방정식을 적용한 난류 예혼합 화염의 LES 해석)

  • Park, Nam-Seob;Kim, Man-Young
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • 제33권11호
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    • pp.57-64
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    • 2005
  • Large Eddy Simulation (LES) of turbulent premixed combustion flow is performed by using the dynamic subgrid scale model based on -equation describing the flame front propagation. After introducing the LES governing equations with dynamic subgrid scale (DSGS) model newly introduced into the -equation, the turbulent premixed combustion flow over backward facing step is analyzed to validate present formulation. The calculated results can predict the velocity and temperature of the combustion flow in good agreement with the experiment data.

DYNAMIC CHARACTERISTICS OF GAIN-CLAMPED L-BAND EDFA WITH BI-DIRECTIONAL PUMPS (양방향 고정이득 L-BAND EDFA의 응답 특성)

  • IkSangKim
    • Journal of the Korean Geophysical Society
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    • 제4권4호
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    • pp.297-311
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    • 2001
  • The gain-clamped EDFA has been developed to eliminate the output power change of WDM surving channels to occur with added or dropped channels, which degrades the performance of WDM optical network. It maintains the constant gain of surviving channels when WDM channels are added or dropped in a network amplifying node. In this paper, the bi-directionally pumped gain-clamped EDFA is implemented to compensate the change of the input power by a lasing. The results show that the lasing of a short wavelength and backward propagation is the optimal condition to minimize the transient response of surviving channels in terms of the overshoot and gain saturation due to the inhomogeneous broadening effect.

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LES OF TURBULENT PREMIXED COMBUSTION FLAME AND LES APPLICATION FOR THE INDUSTRIAL COMBUSTOR DEVELOPMENT (난류 예혼합연소 화염의 LES 및 산업용 연소기 개발을 위한 LES 응용 해석 기술)

  • Park, Nam-Seob;Ryu, Jong-Hyuk
    • 한국전산유체공학회:학술대회논문집
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    • 한국전산유체공학회 2010년 춘계학술대회논문집
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    • pp.437-441
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    • 2010
  • LES results of turbulent premixed combustion flows are introduced by using the dynamic sub-grid scale model based on G-equation describing the flame front propagation. The turbulent premixed combustion flows around bluff body and over backward facing step are analyzed to validate present formation. LES of swirling partially premixed combustion flame is also performed to conform the predictive capabilities of LES model and to prompt our understanding for the combustion flows over double cone swirl burner combustor by using CFD-ACE+ commercial code.

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Enhancing Nearfield Acoustic Holography using Wavelet Transform

  • Ko, ByeongSik
    • Journal of Mechanical Science and Technology
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    • 제18권10호
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    • pp.1738-1746
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    • 2004
  • When there are low signal to noise relationships or low coherences between measured pressure and a reference sensor, a pressure field measured and estimated by NAH (Nearfield Acoustic Holography) becomes noisy on the hologram and source planes. This paper proposes a method to obtain the high coherent de-noised pressure signals from low coherent noisy ones by combining a wavelet algorithm with NAH. The proposed method obtains the de-noised field from acoustic fields on a noise source plane reconstructed through backward propagation of NAH. Thus this method does not need high coherent pressure signals on the hologram surface while the conventional nearfield acoustic holography requires high-coherent signals. The proposed method was verified by numerical simulation using noisy signals, composed of original signals and imposed noises distributed on the hologram surface.

A Study on the Expert System for the Fault Diagnosis in a Power System (전력계통의 고장진단 전문가 시스템에 관한 연구)

  • 박영문;이흥재
    • The Transactions of the Korean Institute of Electrical Engineers
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    • 제39권10호
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    • pp.1021-1028
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    • 1990
  • This paper deals with the development of an expert system for the fault diagnosis in a power system. The expert system is designed to estimate the fault sections with explanation about the propagation of the faults through the identification of false operation of protective devices. The identification of black-out area is also considered to assist the restoration process. As for the inference scheme, backward chaining method is adopted and the search space is reduced for the better performance. The expert system was developed using PROLOG language. Its application to a sample power system showed satisfactory result.