• Title/Summary/Keyword: offline training

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Tunneling Field-Effect Transistors for Neuromorphic Applications

  • Lee, Jang Woo;Woo, Jae Seung;Choi, Woo Young
    • Journal of Semiconductor Engineering
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    • v.2 no.3
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    • pp.142-153
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    • 2021
  • Recent research on synaptic devices has been reviewed from the perspective of hardware-based neuromorphic computing. In addition, the backgrounds of neuromorphic computing and two training methods for hardware-based neuromorphic computing are described in detail. Moreover, two types of memristor- and CMOS-based synaptic devices were compared in terms of both the required performance metrics and low-power applications. Based on a review of recent studies, additional power-scalable synaptic devices such as tunnel field-effect transistors are suggested for a plausible candidate for neuromorphic applications.

A Virtual Sailor Training Platform for Fire Drills on Ship (선박 화재 대응 훈련을 위한 가상 선원 훈련 플랫폼 개발)

  • Jung, Jin-Ki;Park, Jin-Hyoung
    • Journal of Navigation and Port Research
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    • v.40 no.4
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    • pp.189-196
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    • 2016
  • We propose a virtual sailor training platform which supports emergency drills for ship's fire in virtual environment. Proposed platform not only enhances training efficiency by providing immersiveness, but also enables a consolidated virtual training due to the network-based multiplayer capabilities. Based on the offline fire simulation results using FDS and CFAST the platform visualizes a realistic fire spread in real-time. The training platform on the basis of the fire training material of the maritime safety education institute induces equipment proficiency and environment adaptation throughout immersive virtual environment in addition to procedure proficiency as well. In the implementation we showed that the equipment and environment controls and telepresence improve the training proficiency and enable collaborative virtual training that participates multiple trainees and induces cooperation for a common goal. Implementation of the platform demonstrated the skill mastery capability of the drill such as efficient fire apparatus controls and passenger controls.

Identification of Finite Automata Using Recurrent Neural Networks

  • Won, Sung-Hwan;Park, Cheol-Hoon
    • Proceedings of the IEEK Conference
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    • 2008.06a
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    • pp.667-668
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    • 2008
  • This paper demonstrates that the recurrent neural networks can be used successfully for the identification of finite automata (FAs). A new type of recurrent neural network (RNN) is proposed and the offline training algorithm, regulated Levenberg-Marquadt (LM) algorithm, for the network is developed. Simulation result shows that the identification and the extraction of FAs are practically achievable.

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The Effectiveness of a Cultural Competence Training Program for Public Health Nurses using Intervention Mapping

  • Kim, Yune Kyong;Lee, Hyeonkyeong
    • Research in Community and Public Health Nursing
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    • v.27 no.4
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    • pp.410-422
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    • 2016
  • Purpose: This study evaluated the effects of a cultural competence training program for public health nurses (PHNs) using intervention mapping. Methods: An embedded mixed method design was used. Forty-one PHNs (experimental: 21, control: 20) and forty marriage migrant women (MMW) (20, in each group) who were provided nursing care by PHN participated in the study. The experimental group was provided with a four-week cultural competence program consisting of an eight hour offline and online course, e-mail newsletters and social networking services (BAND). Transcultural Self-efficacy (TSE) of the PHNs, client-nurse trust, and satisfaction with nursing care of MMW were measured. Ten PHNs in the experimental group were interviewed after the experimental study. Results: The experimental group showed a significantly greater improvement in TSE, client-nurse trust, and satisfaction with nursing care than did the control group. Six themes emerged from qualitative data: (a) Recognizing cultural differences, (b) Being interested in the multicultural policy, (c) Trying to communicate in MMW's own language, (d) Providing medical information using internet and smart phone, (e) Embracing culturally diverse people into society, and (f) Requiring ongoing cultural competence training. Conclusion: Cultural competence training enabled PHNs to provide culturally competent care and contribute to MMW's health outcomes.

Speed Estimation of PMSM Using Support Vector Regression (SVM Regression을 이용한 PMSM의 속도 추정)

  • Han Dong Chang;Back Woon Jae;Kim Seong Rag;Kim Han Kil;Shim Jun Hong;Park Kwang Won;Lee Suk Gyu;Park Jung Il
    • Journal of Institute of Control, Robotics and Systems
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    • v.11 no.7
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    • pp.565-571
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    • 2005
  • We present a novel speed estimation of a Permanent Magnet Synchronous Motor(PMSM) based on Support Vector Regression(SVR). The proposed method can estimate wide speed range, including 0.33Hz with full load, accurately in the steady and transient states where motor parameters variations are known without parameter estimator. Moreover, the method does not need offline training previously but is trained on-line. The training starts with the PMSM operation simultaneously and estimates the speed in real time. The experimental results shows the validity and the usefulness of the proposed algorithm for the 0.4Kw PMSM DSP(TMS320VC33) drive system.

A Study on Cultural Program Improvement for Resident Writers in Public Libraries (공공도서관 상주작가 문화프로그램 개선 방안에 관한 연구)

  • Moon, Su Bin;Chang, Woo Kwon
    • Journal of the Korean Society for information Management
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    • v.39 no.3
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    • pp.23-50
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    • 2022
  • This article aims to improve the cultural program for the resident writers in libraries by identifying the current status of the resident writer support project, examining users' perceptions and preferences, and investigating librarians' perceptions of the program. The research methods included an investigation (survey) of the program operation status, user perception and preference surveys, and interviews with librarians about their perceptions of the program. Data were collected from libraries with the cultural program for resident writers between May and November 2021. Findings showed there were challenges in operating the library cultural program due to the lack of resident writers' quality, frequent changes in the program formats (online or offline), and library closures during the COVID-19 pandemic. For the program improvement, suggestions were made, including inviting good-quality resident writers and writers from other fields to the program, training resident writers, advertising the programs using online and offline media, training staff, and developing programs considering user ages and preferences and diversity in local communities.

A Study on the Business Characteristics, and Online/Offline Food Hygiene Education Comparative Analysis of Rice Cake Producer in Korea (한국 떡류 영업자의 영업 특성 및 온·오프라인 식품위생교육 비교 분석에 관한 연구)

  • Lee, Hyeong Kook;Kim, Ji Yeon
    • Journal of Food Hygiene and Safety
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    • v.30 no.4
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    • pp.343-349
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    • 2015
  • A study survey about the rice cake producers completing the food hygiene education in Korea was investigated by characteristics of the rice cake business. The difference between their online and offline awareness of food hygiene education were compared. The average age of rice cake producers is 50 (40.1%), with a high school education (52.6%), 10-20 years of service (34.3%) showed the highest percentage. In relation to sales and work area, workshop personnel are engaged in two (79.5%), An area of less than $99.17m^2$ (92.0%), rent (60.2%) with most paying a monthly rental amount of less than 1 million won (54.8%). There were 228 accident cases in three years (an annual average of 2.4%), manufacturing, Processing the item number was less than 20 types of analysis (86.7%). Case of food hygiene education graduates are women, the lower the age, the higher the education level, was preferred online. Online education was chosen because of 'time, economic, convenience'(73.7%). Online graduates have recognized that health education is more conducive to business. There was no significant difference between the sales online and offline graduates. For hygienic management response was that online graduates are well above the 7.4% offline graduates. Online and offline graduates 60.7% appeared to be more satisfied than the previous training institutions.

Hygiene and Safety Management On/Offline Blended Education Case - Centered on the Eunpyeong-gu Children's Service Center - (위생·안전관리 온·오프라인 블렌디드 교육 사례 - 은평구 어린이급식소 중심으로 -)

  • Kim, Jieun;Kim, Hyeri;Kang, Soonjin;Jung, ByeolYi;Hwang, Hailee;Choi, Yejin;Hwang, Hayan;Kang, Jiwon;Ju, Eunseo;Hwang, Hyeyeong;Byun, Jinyoung;Choi, Jieun;Park, Yujin;Park, Jihyun;Han, Jihoon;Nam, Daewoo;Hong, Wansoo
    • Journal of the FoodService Safety
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    • v.2 no.2
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    • pp.111-115
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    • 2021
  • The purpose of this study is to evaluate the effectiveness of online and offline blended education for hygiene and safety management of children's foodservice operations in Eunpyeong-gu. For the teachers of the children's foodservice operations, two online sessions and one offline session were conducted with different educational themes each time. In terms of satisfaction with the education, the online program 'Mission Possible' scored 4.8 points and the collective education of teachers and staff scored 4.6 points, indicating that the training composition and communication with the person in charge were high. In other field opinions, it was found that online and offline education according to the situation was very helpful in the overall management of the children's foodservice operations. With fewer face-to-face opportunities, there were difficulties in on-site support and management. To supplement this, various programs were applied to help children's foodservice operations provide healthy and safe meals and snacks.

Effects on How the Peer Counseling Program in on-offline helps to improve university student's Self-esteem and Self-efficacy (온·오프라인 동료상담훈련 참여 경험이 신입생의 자아존중감과 자기효능감에 미치는 영향)

  • Jo, Hye-Young
    • The Journal of the Korea institute of electronic communication sciences
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    • v.12 no.5
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    • pp.965-976
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    • 2017
  • The purpose of this study was to investigate how the Peer counseling program in on-offline would effect university students on their self-esteem and self-efficacy. In order to achieve this purpose, ten participants were in the experimental group and the other ten were in the control group. The subjects in the experimental group receive to the peer counseling program training for 120 minutes once a week for 10 weeks. The next day, practiced counseling online The data were analyzed by using t-test and ANCOVA. As the participants of the Peer counseling program reported that they experienced significant difference of improvement on their self-esteem(F=13.258, p<.01) and self-efficacy(F=15.565, p<.01) than those were in the control group. The Peer counseling program suggested that expected to positive effects it would help improve university freshmen students' self-esteem and self-efficacy.

Development of University Liberal Education Curriculum for Creating Video Content -Understanding and Production of Video Content- (영상콘텐츠 제작을 위한 대학 교양 커리큘럼 개발 -영상콘텐츠의 이해와 제작-)

  • Park, Sung-Dae
    • Journal of Korea Multimedia Society
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    • v.23 no.6
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    • pp.792-801
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    • 2020
  • Today, the media environment has changed dramatically with the development of Internet transmission technology, computer performance, and various media production technologies. In particular, video content is widely used every day through mobile device or computer connected to the Internet. In addition, the ability to produce video content today is more important than ever, as the use of video content is also increasing in the area of information delivery and communication over the Internet. In this study, it was developed a liberal education curriculum in universities for the production of video content. The developed curriculum was composed of a combination of an online curriculum for theory and an offline curriculum for practicum. In the online curriculum, a 54 DOOR contents were developed to allow students to learn the theoretical knowledge and basic making techniques related to the production of video content. In an offline 15-week practicum curriculum, it covered the practical training contents of video content production that should be acquired every week. This developed liberal education curriculum aims to give non-major students in universities the opportunity to learn the technology of producing video content and to foster the ability to communicate in the media environment by using the video content produced.