• Title/Summary/Keyword: Self-resonance

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On-line Recognition of Chinese Characters Based on ART-l Neural Network (ART-1 신경망을 이용한 온라인 한자 인식)

  • 김상균;정종화;김진욱;김행준
    • Journal of the Korean Institute of Telematics and Electronics B
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    • v.33B no.2
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    • pp.168-177
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    • 1996
  • In this paper, we propose an on-line recognition system of chinese characters using an adaptive resonance theory-1(ART-1) neural network. Strokes, primitive components of chinese characters are usually warped into a cursive form and classifying them is very difficult. To deal with such cursive strokes, we use an ART-1 neural network that has the following advantages: (1) it automatically assembles similar patterns together to form classes in a self-organized manner: (2) it directly accesses the recognition codes corresponding to binary input patterns after self-stabilizing; (3) it doesn't tends to get trapped in local minima, or globally incorrect solutions. A database for character recognition also dynamically constructed with generalized character lists, and a new character can be included simply by adding a new sequence to the list. Character recognition is achieved by traversing the chinese datbase with a sequence of recognized strokes and positional relations between the strokes. To verify the performance of the system. We tested it for 1800 daily-used basic chinese second per character. This results suggest that the proposed system is pertinent to be put into practical use.

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The properties of diamond-like carbon(DLC) films prepared using ECR-PECVD and its dependence on deposition parameers

  • 손영호;박노길;박형국;정재인;김기홍;배인호;김인수;황도원
    • Proceedings of the Korean Vacuum Society Conference
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    • 1999.07a
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    • pp.47-47
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    • 1999
  • 2.45 GHz 마이크로웨이브를 이용하는 electron cyclotron resonance plasma enhanced chemical vapor deposition(ECR-PECVD)방법으로 다이아몬드성 탄소박막(diamond-like carbon, DLC)을 증착하였다. DLC 박막의 산업 응용을 위해서는 높은 경도와 밀착력이 필요하다. 그래서 본 실험에서는 DLC 박막의 산업 응용을 위하여 ECR-PECVD 방법으로 증착된 DLC 박막의 분석결과로부터 DLC 박막의 물성과 증착조건의 관계를 조사하였다. 기판으로는 실리콘 웨이퍼와 실험용 SUS 판을 사용하였다. 아르곤 가스를 주입하여 ECR 마이크로 웨이브 플라즈마와 negative DC bias로 기판을 플라즈마 세척한 후, 수소와 메탄가스를 반응기체로 하여 DLC 박막을 증착하였다. 박막 증착시에 13.56MHz RF 전원 공급장치로 기판에 전원을 공급하였다. DLC 박막 증착의 변수는 반응기체의 호합율, 마이크로웨이브 파워, 프로세스 압력 및 RF 전원공급장치에서 유도되는 negative self DC bias 등이다. 이때 사용된 반응기체의 혼합율(메탄/수소)은 10~50%이고, 수소 가스 흐름율은 100sccm, 메탄은 10~50sccm이다. 마이크로웨이브의 크기는 360~900W, negative self DC bias는 -500~-10 V였다. 그리고 본 실험에서는 높은 증착율을 고려하여 프로세스 압력을 10~30mTorr까지 조절하였다. ER-PECVD 방법으로 증착된 DLC 박막은 SEM으로 단면, $\alpha$-Step으로 두께, Raman 분광계로 탄소 결합구조, FTIR 분광계로 탄소와 수소 결합구조, Micro-Hardness로 경도 그리고 Scratch Tester로 밀착력 등을 분석하였다.

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다양한 기판에 UV-O3 처리를 통한 polystyrene bead의 self-assembly 및 이에 기반한 금속 나노구조체 array 제조

  • Lee, Seon-U;Kim, Jae-Yong;Lee, Myeong-Gyu
    • Proceedings of the Korean Institute of Surface Engineering Conference
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    • 2018.06a
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    • pp.85.2-85.2
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    • 2018
  • 금속 나노구조체에서의 localized surface plasmon resonance와 surface-enhanced Raman scattering 현상은 센서를 비롯한 다양한 응용분야를 가지고 있다. 나노구조체 array 형성을 위한 대표적인 top-down 방식인 e-beam lithography 공정은 제조비용이 매우 높고 대량생산 및 대면적화에도 한계가 있기에 polystyrene(PS) bead의 self-assembly를 이용한 nanosphere lithography와 같은 bottom-up 방식이 폭넓게 연구되고 있다. Closed-packing된 PS bead의 monolayer를 얻기 위해서는 기판의 친수성 처리가 필요한데, 기존의 많은 연구에서는 기판의 표면개질에 화학적 공정을 이용하고 있다. 하지만 이는 기판 선택의 자유도를 떨어뜨리는 원인이 된다. 금속이나 실리콘 기판에서는 산성 용액을 이용한 화학적 처리방법을 적용할 수 있지만 SU-8과 같은 감광액 및 폴리머 기판에서는 산에 대한 내구성이 떨어져 화학적 공정의 도입이 불가능 하기 때문이다. 본 연구에서는 이러한 한계점을 극복하기 위해 $UV-O_3$ 공정으로 친수성 처리된 다양한 기판에서 spin coating을 통한 PS monolayer를 제조하였는데, UV 램프의 에너지 조절을 통해 기판에 붙어있는 유기물들을 효과적으로 제거할 수 있었고 $O_3$ 생성 및 분해 과정에서 기판 표면에 친수성 화학 작용기를 생성시킬 수 있었다. 제조된 PS layer를 mask로 사용하여 Ag, Al, Au 등 다양한 나노구조체 array를 형성하여 array 주기에 따른 플라즈몬 공명 특성을 분석하였다. 레이저 조사로 나노구조체의 형상을 변화시킴으로써 동일한 물질과 주기를 가진 array에서도 플라즈몬 특성의 변조가 가능함을 확인하였는데, 이는 금속 나노구조체의 응용측면에서 매우 고무적인 발견이다.

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PMR in Organic Plastic Crystals (I). Pivalic Acid (유기플라스틱 결정체의 PMR 연구 (제 1 보). 피발산)

  • Stefan J. K. Choi;John D. Graham
    • Journal of the Korean Chemical Society
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    • v.19 no.3
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    • pp.149-155
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    • 1975
  • Pivalic acid, which has a globular shape and is a plastic crystal, has been examined by means of temperature-dependent with-line proton magnetic resonance spectroscopy. Results of temperature-dependent line width, second moment, and spin-lattice relaxation time studies of pivalic acid were interpreted in terms of dynamic behavior and hydrogen bonding. The dynamic behavior consists of superimposed reorientation of the methyl groups about their three-fold axes$(C_3) and of the molecule about the central C-C bond(C_3'),$ general molecular reorientation about the center of gravity, and molecular self-diffusion. Activation energies for the motional processes have been obtained from line width measurements using the modified Bloembergen, Purcell, and Pound theory and from spin-lattice relaxation time measurements. The results were compared with the Pople-Karasz theory of fusion and the agreement was found to be poor. The discrepancy was interpreted in terms of hydrogen bonding in this molecule.

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Negative self-regulation of transient receptor potential canonical 4 by the specific interaction with phospholipase C-δ1

  • Juyeon Ko;Jinhyeong Kim;Jongyun Myeong;Misun Kwak;Insuk So
    • The Korean Journal of Physiology and Pharmacology
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    • v.27 no.2
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    • pp.187-196
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    • 2023
  • Transient receptor potential canonical (TRPC) channels are non-selective calcium-permeable cation channels. It is suggested that TRPC4β is regulated by phospholipase C (PLC) signaling and is especially maintained by phosphatidylinositol 4,5-bisphosphate (PIP2). In this study, we present the regulation mechanism of the TRPC4 channel with PIP2 hydrolysis which is mediated by a channel-bound PLCδ1 but not by the GqPCR signaling pathway. Our electrophysiological recordings demonstrate that the Ca2+ via an open TRPC4 channel activates PLCδ1 in the physiological range, and it causes the decrease of current amplitude. The existence of PLCδ1 accelerated PIP2 depletion when the channel was activated by an agonist. Interestingly, PLCδ1 mutants which have lost the ability to regulate PIP2 level failed to reduce the TRPC4 current amplitude. Our results demonstrate that TRPC4 self-regulates its activity by allowing Ca2+ ions into the cell and promoting the PIP2 hydrolyzing activity of PLCδ1.

Functional-Magnetic Resonance Imaging and Transcranial Magnetic Stimulation in a Case of Schizencephaly (뇌열 1예의 기능적 자기공명영상과 경두부 자기자극)

  • 변우목;한봉수;이재교;장용민
    • Investigative Magnetic Resonance Imaging
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    • v.4 no.1
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    • pp.14-19
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    • 2000
  • Purpose : This study was to present the functional brain mapping of both functional magnetic resonance imaging(MRI) and transcranial magnetic stimulation(TMS) in a case of schizencephaly. Materials and methods : A 28-year-old man, who had left hemiplegia and schizencephaly in right cerebral hemisphere, was exacted with both functional MRI and TMS. Motor function of left hand was decreased whereas right hand was within normal limit. For functional MRI, gradient-echo echo planar imaging($TR/TE/{\alpha}$=1.2 sec/90 msec/90) was employed. The paradigm of motor task consisted of repetitive self-paseo hand flexion-extension exercises with 1-2 Hz periods. An image set of 10 slices was repetitively acquired with 15 seconds alternating periods of task performance and rest and total 6 cycles (three ON periods and three OFF periods) were performed. In brain mapping, TMS was performed with the round magnetic stimulator (mean diameter; 90mm). The magnetic stimulation was done with 80% of maximal output. The latency and amplitude of motor evoked potential(MEP)s were obtained from both abductor pollicis brevis(APB) muscles. Results : Functional MRI revealed activation of the left primary motor cortex with flexion-extension exercises of healthy right hand. On the other hand, the left primary motor cortex, left supplementary motor cortex, and left promoter areas were activated with flexion-extension exercises of left hand. In TMS, magnetic evoked potentials were induced in no areas of right cerebral hemisphere, but in 5 areas of left corebral hemisphere from both abductor pollicis brevis. Latency, amplitude, and contour of response of the magnetic evoked potentials in both hands were similar. Conclusion : Functional MRI and TMS in a patient with schizencephaly were successfully used to localize cortical motor function. Ipsilateral motor pathway is thought to be secondary to reinforcement of the corticospinal tract of the ipsilateral motor cortex.

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Analysis and Application of Compact Planar Multi-Loop Self-Resonant Coil of High Quality Factor with Coaxial Cross Section (고품질 계수를 갖는 소형 평판형 동축 단면 다중 루프 자기 공진 코일 해석 및 응용)

  • Son, Hyeon-Chang;Kim, Jinwook;Kim, Do-Hyeon;Kim, Kwan-Ho;Park, Young-Jin
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.24 no.4
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    • pp.466-473
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    • 2013
  • In this paper, a compact planar multi-loop self-resonant coil of high quality factor with a coaxial cross section is proposed for effective wireless charging. The proposed coil has high Q-factor and a resonant frequency of a coil can be easily controlled by adjusting distributed capacitance. For designing the coil, a self-inductance and a distributed capacitance are calculated theoretically. The self-inductance is calculated from the sum of the mutual energies between small circular loops that are made by dividing the cross section of the coil. To verify its properties and calculation results, the self-resonant coils are fabricated by using a coaxial cable with characteristic impedance of $50{\Omega}$. The measured frequencies are very consistent with the calculated ones. In addition, the resonant frequency can be adjusted slightly by the tuning parameter ${\gamma}$. The resonant coils are applied to a tablet PC, the Q-factors of the Tx and Rx resonant coils are 282 and 135, respectively. As a result of measurement when height between the two resonant coils is 4.4 cm, the power transfer efficiency is more than 80 % within a radius of 5 cm.

Expression and Significance of MicroRNA155 in Serum of Patients with Cerebral Small Vessel Disease

  • Guo, Ying;Li, Dongxue;Li, Jiapei;Yang, Nan;Wang, Deyun
    • Journal of Korean Neurosurgical Society
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    • v.63 no.4
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    • pp.463-469
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    • 2020
  • Objective : This study aimed to investigate the changes and significance of microRNA155 levels in serum of patients with cerebral small vessel disease (CSVD). Methods : Thirty patients with CSVD who met the inclusion criteria were selected and divided into eight patients with lacunar infarction (LI) group and 22 patients with multiple lacunar infarction (MLI) combined with white matter lesions (WML) group according to the results of head magnetic resonance imaging (MRI). Thirty samples from healthy volunteers without abnormalities after head MRI examination were selected as the control group. The levels of serum microRNA155 in each group were determined by real-time polymerase chain reaction, and the correlation between microRNA155 in the serum of patients with CSVD and the increase of imaging lesions was analyzed by Spearman correlation analysis. Results : Compared with the control group, the serum microRNA155 level in the LI group, MLI combined with WML group increased, the difference was statistically significant (p<0.05); serum microRNA155 level was positively correlated with the increase of imaging lesions (p<0.05). Conclusion : The change of serum microRNA155 level in patients with CSVD may be one of its self-protection mechanisms, and the intensity of this self-protection mechanism is positively correlated with the number of CSVD lesions.

Aerodynamic and aero-elastic performances of super-large cooling towers

  • Zhao, Lin;Chen, Xu;Ke, Shitang;Ge, Yaojun
    • Wind and Structures
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    • v.19 no.4
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    • pp.443-465
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    • 2014
  • Hyperbolic thin-shell cooling towers have complicated vibration modes, and are very sensitive to the effects of group towers and wind-induced vibrations. Traditional aero-elastic models of cooling towers are usually designed based on the method of stiffness simulation by continuous medium thin shell materials. However, the method has some shortages in actual engineering applications, so the so-called "equivalent beam-net design method" of aero-elastic models of cooling towers is proposed in the paper and an aero-elastic model with a proportion of 1: 200 based on the method above with integrated pressure measurements and vibration measurements has been designed and carried out in TJ-3 wind tunnel of Tongji university. According to the wind tunnel test, this paper discusses the impacts of self-excited force effect on the surface wind pressure of a large-scale cooling tower and the results show that the impact of self-excited force on the distribution characteristics of average surface wind pressure is very small, but the impact on the form of distribution and numerical value of fluctuating wind pressure is relatively large. Combing with the Complete Quadratic Combination method (hereafter referred to as CQC method), the paper further studies the numerical sizes and distribution characteristics of background components, resonant components, cross-term components and total fluctuating wind-induced vibration responses of some typical nodes which indicate that the resonance response is dominant in the fluctuating wind-induced vibration response and cross-term components are not negligible for wind-induced vibration responses of super-large cooling towers.

Preparation of Isophorone Diisocyanate-loaded Microcapsules and Their Application to Self-healing Protective Coating (Isophorone Diisocyanate 함유 마이크로캡슐의 제조와 자기치유형 보호코팅재에의 응용)

  • Lim, Ye-Ji;Song, Young-Kyu;Kim, Dong-Min;Chung, Chan-Moon
    • Polymer(Korea)
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    • v.39 no.1
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    • pp.56-63
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    • 2015
  • The object of this study is to prepare microcapsules containing a diisocyanate compound, apply them to self-healing protective coating, and evaluate the self-healing capability of the coating by atmospheric moisture. Isophorone diisocyanate (IPDI) polymerized under humid atmosphere, indicating that IPDI can be used as a healing agent. Microencapsulations of IPDI were conducted via interfacial polymerization of a polyurethane prepolymer with diol compounds. The formation of microcapsules was confirmed by Fourier-transform infrared (FTIR) spectroscopy and nuclear magnetic resonance (NMR) spectroscopy. The mean diameter, size distribution, morphology and shell wall thickness of microcapsules were investigated by optical microscopy and scanning electron microscopy (SEM). The properties of microcapsules were studied by varying agitation rates and diol structure. The self-healing coatings were prepared on test pieces of CRC board. When scratch was generated in the coatings, the core material flew out of the microcapsules and filled the scratch. The self-healing coatings were damaged and healed under atmosphere with 68~89% relative humidity for 48 h, and SEM and impermeability test for the specimens showed that the scratch could be healed by atmospheric moisture.