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Application Scenario of Integrated Development Environment for Autonomous IoT Applications based on Neuromorphic Architecture (뉴로모픽 아키텍처 기반 자율형 IoT 응용 통합개발환경 응용 시나리오)

  • Park, Jisu;Kim, Seoyeon;Kim, Hoinam;Jeong, Jaehyeok;Kim, Kyeongsoo;Jung, Jinman;Yun, Young-Sun
    • Smart Media Journal
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    • v.11 no.2
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    • pp.63-69
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    • 2022
  • As the use of various IoT devices increases, the importance of IoT platforms is also rising. Recently, artificial intelligence technology is being combined with IoT devices, and research applying a neuromorphic architecture to IoT devices with low power is also increasing. In this paper, an application scenario is proposed based on NA-IDE (Neuromorphic Architecture-based autonomous IoT application integrated development environment) with IoT devices and FPGA devices in a GUI format. The proposed scenario connects a camera module to an IoT device, collects MNIST dataset images online, recognizes the collected images through a neuromorphic board, and displays the recognition results through a device module connected to other IoT devices. If the neuromorphic architecture is applied to many IoT devices and used for various application services, the autonomous IoT application integrated development environment based on the neuromorphic architecture is expected to emerge as a core technology leading the 4th industrial revolution.

Design Method of Things Malware Detection System(TMDS) (소규모 네트워크의 IoT 보안을 위한 저비용 악성코드 탐지 시스템 설계 방안 연구)

  • Sangyoon Shin;Dahee Lee;Sangjin Lee
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.33 no.3
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    • pp.459-469
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    • 2023
  • The number of IoT devices is explosively increasing due to the development of embedded equipment and computer networks. As a result, cyber threats to IoT are increasing, and currently, malicious codes are being distributed and infected to IoT devices and exploited for DDoS. Currently, IoT devices that are the target of such an attack have various installation environments and have limited resources. In addition, IoT devices have a characteristic that once set up, the owner does not care about management. Because of this, IoT devices are becoming a blind spot for management that is easily infected with malicious codes. Because of these difficulties, the threat of malicious codes always exists in IoT devices, and when they are infected, responses are not properly made. In this paper, we will design an malware detection system for IoT in consideration of the characteristics of the IoT environment and present detection rules suitable for use in the system. Using this system, it will be possible to construct an IoT malware detection system inexpensively and efficiently without changing the structure of IoT devices that are already installed and exposed to cyber threats.

Comparison of Quality Characteristics in Dry-Cured Ham at Initial Stage of Distribution (유통초기단계의 건조- 숙성햄의 품질특성 비교)

  • Jin, Sang-Keun;Kim, Il-Suk;Yang, Mi-Ra;Hur, In-Chul;Kim, Dae-Seung;Kang, Suk-Nam
    • Journal of Animal Science and Technology
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    • v.53 no.4
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    • pp.377-385
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    • 2011
  • This study was carried out to investigate quality characteristics of dry-cured hams in the domestic market. Two kinds of dry-cured hams were processed with pork leg (T1) and pork neck (T2). Five 24-month dry-cured legs (T1, 5.3-6.1 kg) and twenty 4-month dry-cured pork necks (T2, 1.5-1.9 kg) were used in this experiment. They were stored at $4^{\circ}C$ chilling room and quality characteristics were investigated. Moisture content, water activity, cholesterol content, CIE $L^*$, VBN, total plate counts and lactic acid bacteria of T1 were significantly higher (p<0.05) than those of T2, whereas fat content, ${NO_2}^-$, CIE $a^*$, TBARS and Warner-Bratzler shear force values of T2 were significantly higher (p<0.05) than those of T1. In fatty acid compositions, palmitoleic acid and stearic acid in T2 were significantly higher (p<0.05) than T1, however, oleic and linoleic acid in T2 was significantly lower (p<0.05) than T1. In free amino acids, the total content and individual content of asparagin, leucine and phenylalanine in T1 were higher than those of T2 (p<0.05). The aroma score of T2 was higher than that of T1 in sensory evaluation (p<0.05). In conclusion, two kinds of dry-cured hams were different in their final characteristics and could enhance the consumer's appeal of pork meat in Korean market.

Effect of Tomato Powder on Meat Patties as Nitrite Alternatives (미트패티에 아질산 대체제로서의 토마토분말 효과)

  • Kim, Il-Suk;Jin, Sang-Keun;Hur, In-Chul;Choi, Seung-Yun;Jung, Hyun-Jung;Lee, Jung-Keun;Kang, Sang-Ha;Woo, Gyung-Min;Kang, Suk-Nam
    • Food Science of Animal Resources
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    • v.29 no.3
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    • pp.382-390
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    • 2009
  • This study was carried out to determine the effects of tomato powder (TP) as nitrite (NT) on pork patties. The following treatments were made: 0.01% NT (Tl), 0.01% NT and 1.0% TP (T2), 0.5% TP (T3), 1.0% TP (T4), and 0.01% NT and 1.0% TP (T5) were in basal formula (C). The following observations were made: T5 displayed lower gumminess and adhesiveness values than those of C and T1 (p<0.05) on Day 1 of storage; the hardness and surface hardness of T3 and T4 were relatively lower and the surface hardness and gumminess of T3 were relatively higher than the others (p<0.05) on Day 21 of storage; Y4 had significantly lower TBARS values than the others during storage; VBN values of the tested groups were significantly lower than the control samples on Day 7 and 21 of storage; T3 and T4 samples displayed lower pH values (p<0.05) than the control samples on Day 21 of storage; T3, T4 and T5 revealed lower CIE $L^*$ and W than those of C and T1 during storage; T2 had the highest CIE $a^*$ (p<0.05); T4 had significantly higher CIE $b^*$ and chroma values than those of others; T3 and T4 had significantly lower total plate counts than the others; T1 had significantly lower yeast and mold and Staphylococcus sp. counts than the other groups'; and T1 and T2 displayed significantly higher color acceptability than the others.

THE ZEROS OF SOLUTIONS OF SOME DIFFERENTIAL INEQUALITIES

  • Kim, RakJoong
    • Korean Journal of Mathematics
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    • v.11 no.2
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    • pp.117-125
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    • 2003
  • Let $x(t)$ satisty $$(p(t)x^{\prime}(t))^{\prime}+q(t)x^{{\alpha}}(t)+r(t)x^{{\beta}-1}x^{\prime}(t){\leq}0({\geq}0)$$. Then the zeros of $x(t)$ or $x^{\prime}(t)$ are simple.

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ON MAXIMAL PRERADICAL RATIONAL EXTENSIONS

  • Cho, Yong-Uk
    • East Asian mathematical journal
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    • v.19 no.2
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    • pp.251-259
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    • 2003
  • The concepts of t-rational extensions and t-essential extensions of modules, where t a preradical for R-Mod, are introduced. The structures of such extensions are determined. Relations between maximal t-rational extensions and other concepts of modules are studied.

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STUDY ON THE TENSOR PRODUCT SPECTRUM

  • Lee, Dong Hark
    • Korean Journal of Mathematics
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    • v.14 no.1
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    • pp.1-5
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    • 2006
  • We will introduce tensor product spectrums on the tensor product spaces. And we will show that ${\sigma}[P(T_1,T_2,{\ldots},T_n)]=P[({\sigma}(T_1),{\sigma}(T_2){\ldots},{\sigma}(T_n)]={\sigma}(T_1,T_2{\ldots},T_n)$.

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EXISTENCE OF POSITIVE SOLUTIONS FOR SINGULAR IMPULSIVE DIFFERENTIAL EQUATIONS WITH INTEGRAL BOUNDARY CONDITIONS

  • Miao, Chunmei;Ge, Weigao;Zhang, Zhaojun
    • The Pure and Applied Mathematics
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    • v.21 no.3
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    • pp.147-163
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    • 2014
  • In this paper, we study the existence of positive solutions for singular impulsive differential equations with integral boundary conditions $$\{u^{{\prime}{\prime}}(t)+q(t)f(t,u(t),u^{\prime}(t))=0,\;t{\in}\mathbb{J}^{\prime},\\{\Delta}u(t_k)=I_k(u(t_k),u^{\prime}(t_k)),\;k=1,2,{\cdots},p,\\{\Delta}u^{\prime}(t_k)=-L_k(u(t_k),u^{\prime}(t_k)),\;k=1,2,{\cdots},p,\\u=(0)={\int}_{0}^{1}g(t)u(t)dt,\;u^{\prime}=0,$$) where the nonlinearity f(t, u, v) may be singular at v = 0. The proof is based on the theory of Leray-Schauder degree, together with a truncation technique. Some recent results in the literature are generalized and improved.

A Study on the Fine Structure of the Marine Diatoms of Korean CoastalWaters - Genus Thalassiosira 4

  • Park, Joon-Sang;Jung, Seung-Won;Lee, Jin-Hwan
    • ALGAE
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    • v.24 no.2
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    • pp.67-77
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    • 2009
  • The marine phytoplankton diatom Thalassiosira species are described from the Korean coastal waters, based onobservations of Fine structutre of its frustules. As a fourth series, this study deals with 5 Thlassiosira species (T. decip-iens, T. ecgentrica, T. mala, T. nodulolinmta, and T. proschinae). The most striking features of these species are also theform and position of two processes on frustules. There is a central strutted process on valve face except T. nodvlolin-eata, which has a modified one on its center. The extemal tubes of marginal strutted processes are divided twoforms: "pile" form in T. decipiens and T. proschkinae, "short straw" form in T. eccentrica and T. nodulolineata. T. maladoes not present the extemal tubes in valve margin. The labiate processes are located in valve margin except T.proschkinae, which has it on valve face. Of theae, thrce species (T. mala, T. nodulineata at a final contentration of 5%and T. proschkinae were newly recorded in the coastal waters of Korea.

Taxonomic review of the genus Taeniogonalos Schulz (Hymenoptera: Trigonalyoidea: Trigonalyidae) from Korea, with a description of the male of T. sauteri

  • Jeong-Kyu Kim;Pierre Tripotin
    • Journal of Species Research
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    • v.13 no.3
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    • pp.269-287
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    • 2024
  • The family Trigonalyidae Cresson, 1887, is a small group of parasitic wasps (Hymenoptera: Apocrita) comprising around 150 species worldwide. Among them, the genus Taeniogonalos Schulz, 1906 is the richest in species and the most widely distributed. Four species, namely T. fasciata, T. mongolica, T. subtruncata and T. tricolor, were recorded from the Korean Peninsula. The genus is studied here on the basis of a larger collection of material from South Korea. Six species of Taeniogonalos are recognized, including three species that are newly recorded: T. formosana, T. sauteri and T. taihorina. The published record of T. mongolica in Korea currently seems groundless, and this species should be excluded from the Korean fauna. A key to species identification is provided, with illustrations and description of each species. The hitherto unknown male of T. sauteri is described. We also present new biological data on T. sauteri and T. formosana, including the record of a new family of Diptera as secondary hosts for the family.