요약; 최근에는 기계 학습, 특히 심층 학습에 많은 연구가 진행되고 있다. 구글, 페이스 북과 같은 대기업이 인공 지능과 기계 학습에 관심을 가지고 있기 때문에, 이러한 연구는 날마다 발전하고있다. 기계 학습은 의학, 번역 및 IT와 같은 다양한 산업에서 사용될 것으로 기대됩니다. 게임 부문은 기계학습 기술적용의 효과가 예상되는 영역 중 하나라고 간주됩니다. 본 논문에서는 MMORPG-Tera의 게임 콘텐츠에서 몬스터의 승패를 예측하는 신경망을 Tensorflow를 통해 설계하였다. 이 모델은 1 개의 입력 레이어, 2 개의 숨겨진 레이어 및 1 개의 출력 레이어를 가지고 있다. 입력 레이어에는 8 개의 노드가 있고 각 숨겨진 레이어에는 16 개의 노드가 있으며 출력 레이어에는 1 개의 노드가 있다. 더 나은 결과를 위해 우리는 그라디언트 디센트, 시그 모이드 (Sigmoid) 함수 및 Relu 함수 (Activate 함수)에 Adam을 사용한다. 준비된 데이터 세트의 마지막 부분은 테스 트 데이터 용으로 사용되고 나머지는 학습 모델 용으로 사용되었다. 이 모델은 5 ~ 10 % 오차 이내의 확률을 예측할 수 있다. 데이터 세트의 부족은 만족스럽지 않은 점으로 남아 있으며, 충분한 데이터가 수집되고 더 개선 된 모델이 준비되면 오류를 더 줄일 수 있다. 그리고 제안된 모델은 앞으로 다른 게임이나 스포츠 게임에도 적용될 것이다.

4 개의 사각형으로 구성된 도형들의 집합인 테트로미노는 가장 유명한 게임 중의 하나인 테트리스에서 사 용되면서 널리 알려졌다. 최근에는 테트리스를 모방하는 다양한 보드 게임들이 제작되어 저학년 학생들의 교육에서 사용되고 있다. 이에 본 논문에서는 사용자가 입력한 고해상도의 영상으로부터 테트로미노에 기반한 퍼즐을 생성하는 2단계 알고리즘을 제시한다. 1단계에서는 슈퍼 픽셀 알고리즘을 이용해서 고해상도의 입력 영상을 공통된 색 팔레트를 공유하는 저해상도의 픽셀 아트 영상으로 변환한다. 2단계에서는 타일화 알고리즘 을 이용해서 픽셀 아트 영상을 채우는 4x4 또는 8x8 크기의 테트로미노 타일을 생성한다. 영상을 타일로 채우는 과정은 픽셀 아트 영상의 픽셀의 색과 테트로미노 타일의 색의 차이를 최소화하는 방법을 이용한다. 이 과 정에서 퍼즐의 복잡도를 제어하기 위해서 픽셀 아트 영상의 해상도를 조절한다. 이러한 테트로미노에 기반한 게임은 보드 게임뿐 아니라 컴퓨터 게임의 형태로도 구현할 수 있으며, 다양한 사용자 테스트를 통해서 게임의 재미를 검증한다.

본 논문에서는 게임 배경 영상에 대해서 섬세한 일러스트레이션부터 거친 스케치까지 다양한 연필 드로잉 효과를 구현하는 방법을 제안한다. 이 방법은 컨볼루션 알고리즘에 기반한 방법으로 노이즈의 형태를 다양화 시켜서 발생시킴으로써 다양한 연필 효과를 추구한다. 기존의 방법에서 발생하는 노이즈는 영상의 톤을 반영 하는 픽셀 크기의 입자였다. 본 논문에서는 이러한 픽셀 크기의 노이즈의 형태와 분포를 확장해서 다양한 길 이와 두께 및 방향을 갖는 사각형 형태의 노이즈를 사용하는 방법을 고안한다. 그리고 영상 분할 알고리즘을 적용해서 영상의 정보를 추가적으로 활용함으로써 결과 영상의 시각적 완성도를 향상시킨다. 이러한 방법의 장점은 물체, 인물, 장면 등과 같은 다양한 게임 배경 영상에 적용되어 생성된 결과 영상의 우수성을 통해서 입증된다.

To elucidate the effect of cellular phone electromagnetic wave (EMW) exposure on the developing cerebellar cortex of neonatal Sprague-Dawley rats, animals were exposed to cellular phone electromagnetic waves for 1 hr per day for 3 weeks. At the end of the experimental period, animals were sacrificed by cardiac perfusion, after which histological samples were prepared and observed microscopically. In the EMW exposure group, external granule cells were remained partially in the external granular layer without migrating into the internal granular layer. In addition, dark stained shrunken Purkinje cells with pyknotic nuclei increased and the outline of cells became irregular and showed degenerative signs, such as mitochondrial swelling and disrupted cristae. Moreover, the cisternae of rough endoplasmic reticula and Golgi complex were severely swollen. Bergmann glial cells adjacent to the dark stained Purkinje cells were swollen and cytoplasmic organelles were scant. Dark stained shrunken granule cells were also observed and the outline of cells was irregular. The results of the present study suggest that cellular phone EMW exposure to neonatal Sprague-Dawley rats leads to a partial delay of early migration of cerebellar cortical cells and degenerative changes in Purkinje cells, Bergmann glial cells and granule cells.

In this study, we analyzed signal transduction by equine follicle-stimulating hormone receptor (eFSHR) on stimulation with recombinant eelFSHβ/α (rec-eelFSHβ/α), natural porcine FSH (pFSH), and natural human FSH (hFSH). cAMP stimulation in CHO-K1 cells expressing eFSHR was determined upon exposure to different doses (0-1450 ng/mL) of these hormones. The EC50 value of rec-eelFSHβ/α was 53.35 ng/mL. The Rmax values of rec-eelFSHβ/α and pFSH were 28.12 and 2.88 ng/mL, respectively. The activity of rec-eelFSHβ/α was much higher than that of natural pFSH. However, signal transduction in CHO PathHunter Parental cells expressing eFSHR was not enhanced by stimulation with natural hFSH. Thus, rec-eelFSHβ/α was completely active in cells expressing eFSHR. However, natural hFSH did not invoke a signal response in cells expressing eFSHR. Particularly, natural pFSH was weakly active in the same cells. These results showed that eelFSHβ/α has potent activity in cells expressing eFSHR. Thus, rec-eelFSHβ/α may efficiently bind to eFSHR, where as natural hFSH does not bind to eFSHR.

Hierarchically porous, chemically activated carbon materials are readily derived from biomass using hydrothermal carbonization (HTC) and chemical activation processes. In this study, empty fruit bunches (EFB) were chosen as the carbon source due to their sustainability, high lignin-content, abundance, and low cost. The lignin content in the EFB was condensed and carbonized into a bulk non-porous solid via the HTC process, and then transformed into a hierarchical porous structure consisting of macro- and micropores by chemical activation. As confirmed by various characterization results, the optimum activation temperature for supercapacitor applications was determined to be 700°C. The enhanced capacitive performance is attributed to the textural property of the extremely high specific surface area of 2861.4 m2 g–1. The prepared material exhibited hierarchical porosity and surface features with oxygen functionalities, such as carboxyl and hydroxyl groups, suitable for pseudocapacitance. Finally, the as-optimized nanoporous carbons exhibited remarkable capacitive performance, with a specific capacitance of 402.3 F g–1 at 0.5 A g–1, a good rate capability of 79.8% at current densities from 0.5 A g–1 to 10 A g–1, and excellent life cycle behavior of 10,000 cycles with 96.5% capacitance retention at 20 A g–1.

The purpose of this study was to investigate the effects of squat exercises with an upper limb resistance movement on the vastus medialis oblique, vastus lateralis, and gluteus maximus. This study recruited 16 healthy men. All subjects performed squat exercises with and without upper Limb resistance movements by using elastic tubing band. Electromyography (EMG) activity of the vastus medialis oblique, vastus lateralis, and gluteus maximus was recorded using a surface EMG system during these isometric squat exercises in both experimental conditions. The different muscle activation of the vastus medialis oblique, vastus lateralis, and gluteus maximus between the squat exercises with and without the upper limb resistance movement was analyzed using a paired t-test or Wilcoxon signed rank test. Our findings showed that the vastus medialis oblique, vastus medialis oblique/vastus lateralis ratio and gluteus maximus muscle activity was significantly increased during the squat exercise with upper limb resistance movements, as compared to the squat exercise without this component (p < .05). Based on our findings, the additional upper limb resistance movement may be a useful strategy to facilitate the vastus medialis oblique and gluteus maximus muscle activation during a squat exercise.

The aim of this study was to select various fungal strains indigenous to Korea that have the potential to produce cellulases, including filter paper activity (FPase), endo-β-1,4-glucanase (EG), and β-glucosidase (BGL). Among the 25 species of Ascomycetes and the 32 species of Basidiomycetes tested in this study, the Bjerkandera adusta KUC10565, Heterobasidion orientale KUC10556, Hyphoderma praetermissum KUC10609, and Trichoderma harzianum KUC1716 all exhibited remarkably high FPase activity. In addition, the T. harzianum KUC1716 showed high levels of EG and BGL activity. This strain has been selected for further study because of their enzymatic potential.

방울토마토의 수경재배 중 붕소+칼슘+규소 및 칼슘+규소의 복합 엽면시비가 수확 후 품질과 MAP 저장 중 저장성에 미치는 영향을 알아보고자 본 연구를 실시하였다. 엽면시비한 방울 토마토(‘Unicorn’)는 반숙 과상태에서 수확하여 산소투과성 필름으로 포장한 5oC, 11oC, 그리고 24oC에서 25일, 15일, 10일간 저장하였다. 붕소+칼슘+규소 복합처리한 방울토마토가 3가지 저장온도 모두에서 호흡과 에틸렌 발생이 억제되어 MAP 저장중 가장 낮은 생체중 감소와 가장 높은 외관상 품질을 보였다. 수확 후 조사한 방울토마토의 경도, 산도, 비타민 C 함량은 붕소+칼슘+규소 복합처리에서 가장 높았으며, 3가지 온도 모두에서 MAP 저장 후에도 모두 높게 유지되었다. 그러나 과피색, 라이코펜 함량과 당도는 수확 후에는 엽면시비 처리로 차이가 없었으나, 3가지 온도 모두 붕소+칼슘+규소 복합처리에서 가장 낮은 수치를 보였다. 이상의 결과로 볼 때 붕소+칼슘+규소 복합처리는 방울토마토의 수확후 생리 작용을 억제하고 경도, 산도, 비타민 C 함량을 높여 저장성을 향상시키는 것으로 판단되었다

Staphylococcus (S.) aureus is commonly found on the skin and mucous membranes of animals. Moreover, some isolates producing staphylococcal enterotoxins (SE) are also responsible for food poisoning. This study was conducted to explore the prevalence of S. aureus enterotoxin from slaughtered pigs and cattle. A total of 202 carcass swabs were collected from slaughterhouses: 102 samples were taken from slaughtered pigs and 100 were taken from cattle, respectively. Among them, 16 (7.9%) from slaughtered pigs were found to contain S. aureus, while S. aureus was not isolated from any of the slaughtered cattle samples. Additionally, six (37.5%) of the S. aureus isolates contained genes that encode staphylococcal enterotoxin type A. Therefore, it is necessary to investigate the management of food-borne pathogens based on differences in the process by which pigs and cattle are slaughtered.

Ficus carica L. (common fig), one of the first plants cultivated by humans, originated in the Mediterranean basin and currently grows worldwide, including southwest Asia and South Korea. It has been used as a traditional medicine for treatment of metabolic, cardiovascular, and respiratory diseases as well as hemorrhoids and skin infections. Its pharmacological properties have recently been studied in detail, but research on the anti-cancer effect of its latex has been only been studied on a limited basis on several cell lines, such prostate cancer, breast cancer, and leukemia. In this study, we investigated the anti-cancer activity of the latex of Ficus carica L.and its underlying mechanism in FaDu human hypopharynx squamous carcinoma cells. (See Ed. note above) We confirmed through SDS-PAGE analysis and gelatinolytic activity analysis that the latex of Ficus carica contains cysteine protease ficin. Our data showed that the latex inhibited cell growth in a dose-dependent manner. In addition, the latex treatment markedly induced apoptosis in FaDu cells as determined by FACS analysis, elevated expression level of cleaved caspase-9, -3 and PARP (poly (ADP-ribose) polymerase), and. increased the expression of Bax (pro-apoptotic factor) while decreasing the expression of Bcl-2 (anti-apoptotic factor). Taken together, these results suggested that latex containing the ficin inhibited cell growth and induced apoptosis by caspase and the Bcl-2 family signaling pathway in FaDu human hypopharynx squamous carcinoma cells. These findings point to the potential of latex of Ficus carica to provide a novel chemotherapeutic drug due to its growth inhibition effects and induction of apoptosis in human oral cancer cells.

Adhesive capsulitis of the shoulder is a common cause of pain that occurs during shoulder movement, thereby restricting shoulder rotation in clinical practice. Although most patients respond to pain relief treatment (NSAID or corticosteroids) by improving their range of motion, it remains poorly understood without any definitive treatment algorithm. In addition to immune cells, synoviocytes, chondrocytes and osteoblasts in the joint are known to produce pro-inflammatory mediators such as reactive oxygen species (ROS), inflammatory cytokines and lipid mediators, presumably contributing to the pathogenesis of osteoarthritis (OA) and adhesive capsulitis. Although inflammation and also fibrosis are proposed to be the basic pathological changes of a frozen shoulder, there is a lack of information regarding the downstream targets of the pro-inflammatory ROS signaling pathway in the synoviocytes and also how these ROS targets are modulated at the transcription level by a corticosteroid - dexamethasone. In this study, we used human fibroblast like synoviocytes (HFLS) to characterize the signaling targets of ROS by employing a human DNA microarray tool and studied the role of dexamethasone in this process. Our data suggest that several genes such as FOS, FOSB and NFkBIZ, which are known to be involved in pro- or anti- inflammation response, are modulated at the transcription level by ROS and dexamethasone.

The electronic and optical characteristics of molybdenum disulphide (MoS2) film significantly vary with its thickness, and thus a rapid and accurate estimation of the number of MoS2 layers is critical in practical applications as well as in basic researches. Various existing methods are currently available for the thickness measurement, but each has drawbacks. Transmission electron microscopy allows actual counting of the MoS2 layers, but is very complicated and requires destructive processing of the sample to the point where it will no longer be useable after characterization. Atomic force microscopy, particularly when operated in the tapping mode, is likewise time-consuming and suffers from certain anomalies caused by an improperly chosen set point, that is, free amplitude in air for the cantilever. Raman spectroscopy is a quick characterization method for identifying one to a few layers, but the laser irradiation causes structural degradation of the MoS2. Optical microscopy works only when MoS2 is on a silicon substrate covered with SiO2 of 100~300 nm thickness. The last two optical methods are commonly limited in resolution to the micrometer range due to the diffraction limits of light. We report here a method of measuring the distribution of the number of MoS2 layers using a low voltage field emission electron microscope with acceleration voltages no greater than 1 kV. We found a linear relationship between the FESEM contrast and the number of MoS2 layers. This method can be used to characterize MoS2 samples at nanometer-level spatial resolution, which is below the limits of other methods.

This study, for the first time, investigated the packaging requirements of in-package dielectric barrier discharge cold plasma treatment (DBD-CPT). The parameters determining packaging requirements include the internal oxygen concentration, headspace volume to sample volume ratio (HSR), direct or indirect treatment, and kind of packaging material. Grape tomato and mixed vegetables, composed of romaine lettuce, red cabbage, carrot with and without the inoculation with Salmonella, were subjected to DBD-CPT at 32.5 kV for 3 min. Increasing the oxygen concentration in the container from 5% to 90% did not influence Salmonella inactivation (p>0.05). Increasing the HSR of air packaging material from 54:1 to 522:1 increased Salmonella inhibition on grape tomato (p<0.05). Higher Salmonella inhibition was found in grape tomatoes in directly treated salads than in indirect-treated salads (p<0.05). The inactivation of indigenous mesophilic aerobic bacteria was exhibited higher when packaged with PE than with PET (p<0.05). Optimal package requirements were determined as HSR of 522:1, direct treatment, and uses of PE as packaging material for the microbial inactivation using in-package cold plasma treatment. DBD-CPT increased the water vapor permeability of all packaging materials (p<0.05), but did not change their tensile properties and transparency (p>0.05). Overall, DBD-CPT was found effective in decontaminating mixed vegetables, prepackaged with commercial packages, without affecting the tensile and optical properties of the packages. Furthermore, the HSR, the electrode-container distance and kind of packaging material were identified as the major packaging requirements affecting the microbial inactivation efficacy of in-packaged cold plasma treatment.

This study was investigated Quality characteristic of “pickled garlic shoots” manufactured using Vacuum impregnation (VI) and Pressure impregnation (PI) technology. Pickled garlic shoots were manufactured by impregnation solution which concentration were dark soy sauce (39.5 %), apple vinegar (39.5 %), brown sugar (19.8 %), soju (1.2 %). Pressure Impregnation carried out 30 Mpa for 5min or Vacuum Impregnation carried out 360 mmHg for 5min, analyzed treated garlic shoots properties. Impregnation condition were chosen by pre-test (Vacuum Impregnation: 160, 360, 560, 680 mmHg, Pressure Impregnation: 40 MPa, 60 MPa, 80 MPa, 100 MPa). Quality characteristics were pH, Brix, salinity, acidity, color, texture and sensory evaluation. In results of quality characteristics, brix, salinity, sensory evaluation were significantly difference between Pressure Impregnation, Vacuum impregnation and Control. According to sensory evaluation, which parameter were taste, flavor, mouthfeel and overall acceptability, Pressure impregnation were scored highest and Vacuum impregnation were second. In the texture analyze, Hardness of “pickled garlic shoots” which were manufactured using Impregnation technology were 4.3 × 105±784.271 N/m2. This was possible to manufacture “pickled garlic shoots” in a short time which were Universal Design food (UDF) 1 class.

In a previous study, it was reported that enzymatic hydrolysis under pressurization could be a new method which could produce arginine dipeptide and free amino acid in anchovy hydrolysate as salty enhancer at optimal condition. Powder is more efficient than liquid in terms of transport and storage stability. For the purpose of producing spray dried powder of various salt contents was investigated the effect of different salt concentration of anchovy hydrolysate on spray dried powder properties. The anchovy hydrolysate of various salt contents(in the range of approximately 0.7- 19.8% w/w) prepared adding the fish sauce (Dae-Young fish market) at inlet drying air temperatures of 120°C and 140°C. The process yield and physicochemical properties such as moisture content, bulk density, hygroscopicity and the morphology (EDS, XPS, XRD) of the anchovy hydrolysate powder was measured. The glass transition temperatures (Tg) of the powders equilibrated under various water activities were determined using a differential scanning calorimeter (DSC). Different drying conditions and salt concentration could generate anchovy hydrolysate powders with different process yield, bulk density and moisture content. The spray-dried anchovy hydrolysate powder was confirmed by XRD to be a mixture of an amorphous substances and crystalline salts. The energy dispersive X-ray spectrometer (EDS) and X-Ray Photoelectron Spectroscopy (XPS) analysis demonstrated that the surface NaCl concentration of the powders increased with an increasing drying air temperature. Increasing moisture adsorption of the anchovy hydrolysate powders resulted in a Tg reduction. It is suggested that producing spray dried anchovy hydrolysate for the industrial use is the use of the feed salt concentration of not lower than % w/w and inlet air temperature at 120°C, 140°C

Korea is the second largest coffee consuming country in Asia after the Philippines. For modern people, coffee has jumped over a favorite food and grown into a single culture. There are many processing ways to make coffee. In this study, we utilized magnetic resonance imaging(MRI) based on the principles of nuclear magnetic resonance(NMR) and achieved to acquire images with an non-destructive and non-invasive way. The samples we used in the experiment were ‘Robusta’ coffee bean(Congo). Magnetic resonance(MR) image sets were acquired using a MRI system, installed at Institution for Agricultural Machinery & ICT Convergence at Chonbuk National University. From the raw phase(Green Bean stage) to the roasted phase, we obtained MR images from each phase to monitor the internal changes. We divided experiment into 5 stages, starting with ‘Green Bean’ phase to ‘Roasted’ phase. We obtained images every 6 hours during the ‘Fermentation’ phase and every 3 hours during the ‘Dry’ phase. In MRI, we used a gradient echo pulse sequence to scan fast and to take images right after each experiment stage ends. The direction of imaging plane was coronal 30 images with 64 mm x 64 mm field of view(FOV). As MRI uses the magnetic properties of nuclei which especially hydrogen nuclei from water molecules, images could see clearly with sufficient moisture, but in ‘Dry’ phase, images obtained with noise involved. These result suggested that MRI technique was an efficient method to monitor the moisture distribution changes inside the coffee beans.