• Title/Summary/Keyword: Model generation

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Trap Generation Analysis by Program/Erase Speed Measurements in 50 nm Nand Flash Memory (50nm 급 낸드플래시 메모리에서의 Program/Erase 스피드 측정을 통한 트랩 생성 분석)

  • Kim, Byoung-Taek;Kim, Yong-Seok;Hur, Sung-Hoi;Yoo, Jang-Min;Roh, Yong-Han
    • Journal of the Korean Institute of Electrical and Electronic Material Engineers
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    • v.21 no.4
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    • pp.300-304
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    • 2008
  • A novel characterization method was investigated to estimate the trap generation during the program /erase cycles in nand flash memory cell. Utilizing Fowler-Nordheim tunneling current, floating gate potential and oxide electric field, we established a quantitative model which allows the knowledge of threshold voltage (Vth) as a function of either program or erase operation time. Based on our model, the derived results proved that interface trap density (Nit) term is only included in the program operation equation, while both Nit and oxide trap density (Not) term are included in the erase operation equation. The effectiveness of our model was tested using 50 nm nand flash memory cell with floating gate type. Nit and Not were extracted through the analysis of Program/Erase speed with respect to the endurance cycle. Trap generation and cycle numbers showed the power dependency. Finally, with the measurement of the experiment concerning the variation of cell Vth with respect to program/erase cycles, we obtained the novel quantitative model which shows similar results of relationship between experimental values and extracted ones.

A study on story generation model of blogging (블로그 글쓰기의 스토리생성 모델 연구)

  • Yun, Hyun-Jung
    • Journal of Digital Contents Society
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    • v.15 no.1
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    • pp.29-38
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    • 2014
  • The purpose of this study is to analyze story generation model of blogging. This study considers the structural factors like RSS, Trackback of the blog that generate stories. RSS pushes stories and this makes 'Story Unit'. By contrast, Trackback pulls stories and this makes 'Story extension'. By applying the concept of C. S. Peirce's "interpretant" for analysis process of story generation, story transformation, and story circulation on a blog, this study examines the meaning that each process create. This study suggests the process of story generation model on blogging as an integrated symbol and presents the model in storytelling perspective.

A Study on V-C Interoperability Test and Methodology of V-C Interoperation Analysis for Next Generation Maritime Warfighting Experimentation Systems (차세대 해상전투실험체계 구현을 위한 V-C 연동실험 및 연동분석 방법론 연구)

  • Shin, Hyunsoo;Kim, Junghoon;Choi, Bongwan;Yim, Dongsoon
    • Journal of the Korea Institute of Military Science and Technology
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    • v.19 no.1
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    • pp.84-94
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    • 2016
  • The warfighting experimentation is the most important for the weapon acquisition process because the warfighting experimentation shall support the operation effectiveness as well as acquisition logicality. Therefore, ROK Navy is starting to set up the next generation warfighting experimentation systems. According to literature studies, there have been many studies regarding the interoperability of Simulators(Virtual) and Exercising models(Constructive), but not for studies regarding interoperability between Simulators(Virtual) and Analysis models(Constructive) that is the core component of next generation maritime warfighting experimentation systems. This study is dealing with the V-C(Analysis model) interoperability test and methodology of interoperation analysis. The purpose of the study is to provide the new analysis methodology through V-C(Analysis model) interoperation, which can be applied for the concept of operations(CONOPS) of next generation maritime warfighting experimentation systems. In addition to that, the study validates the suggested analysis methodology by the case study of a naval operation.

Implementation of Melody Generation Model Through Weight Adaptation of Music Information Based on Music Transformer (Music Transformer 기반 음악 정보의 가중치 변형을 통한 멜로디 생성 모델 구현)

  • Seunga Cho;Jaeho Lee
    • IEMEK Journal of Embedded Systems and Applications
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    • v.18 no.5
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    • pp.217-223
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    • 2023
  • In this paper, we propose a new model for the conditional generation of music, considering key and rhythm, fundamental elements of music. MIDI sheet music is converted into a WAV format, which is then transformed into a Mel Spectrogram using the Short-Time Fourier Transform (STFT). Using this information, key and rhythm details are classified by passing through two Convolutional Neural Networks (CNNs), and this information is again fed into the Music Transformer. The key and rhythm details are combined by differentially multiplying the weights and the embedding vectors of the MIDI events. Several experiments are conducted, including a process for determining the optimal weights. This research represents a new effort to integrate essential elements into music generation and explains the detailed structure and operating principles of the model, verifying its effects and potentials through experiments. In this study, the accuracy for rhythm classification reached 94.7%, the accuracy for key classification reached 92.1%, and the Negative Likelihood based on the weights of the embedding vector resulted in 3.01.

A Study on Definition and Measurement of Customer Utility based on Attributes of Multiple Generation Technology: Case of 45nm and 32nm Logic Semiconductor (다세대 기술의 속성 기반 고객효용도(Customer utility) 정의 및 측정에 대한 연구: 45nm 및 32nm 로직 반도체 기술 사례)

  • Park, Changhyun
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.19 no.3
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    • pp.260-266
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    • 2018
  • The concept of customer utility, which affects customer's adoption, is important to understand the process of technology diffusion and substitution regarding multiple generation technology. This research defined the concept of attribute-based customer utility and developed a model for measuring attribute-based customer utility. Based on the literature review and modeling, we provided the definition and a model regarding customer utility and the accuracy of the model is verified through a case study of the semiconductor industry. Customer utility for a multiple generation technology needs to consider changes by generation, or time within the same generation, and is defined as the summation of both technological and economic utilities. In addition, we can model the measurement of customer utility after converting technological and economical attributes into utilities. This research is valuable in understanding not only customer utility as a driver of customer adoption, but also for establishing technological strategy after forecasting diffusion and substitution paths based on customer utility.

Generation and Transmission of Progressive Solid Models U sing Cellular Topology (셀룰러 토폴로지를 이용한 프로그레시브 솔리드 모델 생성 및 전송)

  • Lee, J.Y.;Lee, J.H.;Kim, H.;Kim, H.S.
    • Korean Journal of Computational Design and Engineering
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    • v.9 no.2
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    • pp.122-132
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    • 2004
  • Progressive mesh representation and generation have become one of the most important issues in network-based computer graphics. However, current researches are mostly focused on triangular mesh models. On the other hand, solid models are widely used in industry and are applied to advanced applications such as product design and virtual assembly. Moreover, as the demand to share and transmit these solid models over the network is emerging, the generation and the transmission of progressive solid models depending on specific engineering needs and purpose are essential. In this paper, we present a Cellular Topology-based approach to generating and transmitting progressive solid models from a feature-based solid model for internet-based design and collaboration. The proposed approach introduces a new scheme for storing and transmitting solid models over the network. The Cellular Topology (CT) approach makes it possible to effectively generate progressive solid models and to efficiently transmit the models over the network with compact model size. Thus, an arbitrary solid model SM designed by a set of design features is stored as a much coarser solid model SM/sup 0/ together with a sequence of n detail records that indicate how to incrementally refine SM/sup 0/ exactly back into the original solid model SM = SM/sup 0/.

Statistical Generation of Korean Chatting Sentences Using Multiple Feature Information (복합 자질 정보를 이용한 통계적 한국어 채팅 문장 생성)

  • Kim, Jong-Hwan;Chang, Du-Seong;Kim, Hark-Soo
    • Korean Journal of Cognitive Science
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    • v.20 no.4
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    • pp.421-437
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    • 2009
  • A chatting system is a computer program that simulates conversations between a human and a computer using natural language. In this paper, we propose a statistical model to generate natural chatting sentences when keywords and speech acts are input. The proposed model first finds Eojeols (Korean spacing units) including input keywords from a corpus, and generate sentence candidates by using appearance information and syntactic information of Eojeols surrounding the found Eojeols. Then, the proposed model selects one among the sentence candidates by using a language model based on speech act information, co-occurrence information between Eojeols, and syntactic information of each Eojeol. In the experiment, the proposed model showed the better correct sentence generation rate of 86.2% than a previous conventional model based on a simple language model.

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Model-Based Automatic Test Data Generation Method Using Custom Parser and SMT Solver (커스텀 파서와 SMT 솔버를 활용한 모델 기반 테스트 데이터 생성 기법)

  • Shin, Ki-Wook;Lim, Dong-Jin
    • KIPS Transactions on Software and Data Engineering
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    • v.6 no.8
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    • pp.385-390
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    • 2017
  • Because of the ever-increasing software complexity, model-based development techniques are becoming an essential technique in software development. However, even if model-based techniques are used, the test case generation for complex software is still a challenge to solve. In this paper, we propose a method to generate automatic test cases based on UML model using custom parser and SMT solver. By proposed technique, a test case can be generated even though the model is described in a platform independent language such as action language, or in a platform dependent language. In addition, a concolic execution technique is applied to efficiently generate test cases in the model. In this paper, we present a case study on the power window switch model of Hyundai Santa Fe through the proposed test case generation technique.

Solar Power Generation Forecast Model Using Seasonal ARIMA (SARIMA 모형을 이용한 태양광 발전량 예보 모형 구축)

  • Lee, Dong-Hyun;Jung, Ahyun;Kim, Jin-Young;Kim, Chang Ki;Kim, Hyun-Goo;Lee, Yung-Seop
    • Journal of the Korean Solar Energy Society
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    • v.39 no.3
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    • pp.59-66
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    • 2019
  • New and renewable energy forecasts are key technology to reduce the annual operating cost of new and renewable facilities, and accuracy of forecasts is paramount. In this study, we intend to build a model for the prediction of short-term solar power generation for 1 hour to 3 hours. To this end, this study applied two time series technique, ARIMA model without considering seasonality and SARIMA model with considering seasonality, comparing which technique has better predictive accuracy. Comparing predicted errors by MAE measures of solar power generation for 1 hour to 3 hours at four locations, the solar power forecast model using ARIMA was better in terms of predictive accuracy than the solar power forecast model using SARIMA. On the other hand, a comparison of predicted error by RMSE measures resulted in a solar power forecast model using SARIMA being better in terms of predictive accuracy than a solar power forecast model using ARIMA.

Evaluation of renewable generation cost for designing the purchasing tariff system about renewable energy power (신.재생에너지전원의 발전차액지원제도 적용을 위한 발전원가 적용범위 산정)

  • Jo, I.S.;Rhee, C.H.
    • Proceedings of the KIEE Conference
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    • 2005.07a
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    • pp.840-842
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    • 2005
  • Since 2001, Korea government has been purchasing the generation from renewable generation facilities with the higher incentive prices than market price in order to increase the penetration of renewable energies. Generally, the incentive purchase tariff is calculated on the base of the generation cost of renewable power facilities. This paper constructs the input data for economic analysis and evaluates the generation cost of PV, wind power, LFG and small hydro power using LCCA model.

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