• 제목/요약/키워드: F.C.P. Networks

검색결과 12건 처리시간 0.023초

Forward C-P. Net.을 이용한 3단 LVQ 학습알고리즘 (3 Steps LVQ Learning Algorithm using Forward C.P. Net.)

  • 이용구;최우승
    • 한국컴퓨터정보학회논문지
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    • 제9권4호
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    • pp.33-39
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    • 2004
  • 본 논문에서는 LVQ 네트워크의 분류성능을 향상시키기 위하여 F.C.P. Net.을 이용하여 LVQ 학습알고리즘을 설계하였다. F.C.P. Net.의 입력층과 부류층 사이의 연결강도는 SOM과 LVQ 알고리즘을 이용하여 초기 참조벡터의 설정 및 학습이 가능하게 하였다. 마지막으로 패턴벡터를 부류층의 뉴런에 의해 종속부류로 분류하고, F.C.P. Net.의 부류층과 출력층 사이의 연결강도는 분류된 종속부류를 부류로 지정하는 학습을 하게 된다. 또한 부류의 수가 결정되기만 하면 입력층, 부류층, 출력층의 뉴런의 수를 결정 할 수 있도록 하였다. 제안된 학습알고리즘의 성능을 검증하기 위하여 Fisher의 Iris 데이터를 학습벡터 및 시험 벡터로 사용하여 시뮬레이션 하였고, 제안된 학습방식의 분류 성능은 기존의 LVQ와 비교되어 기존의 학습방식보다 우수한 분류성공률을 확인하였다.

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Flexural and axial vibration analysis of beams with different support conditions using artificial neural networks

  • Civalek, Omer
    • Structural Engineering and Mechanics
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    • 제18권3호
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    • pp.303-314
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    • 2004
  • An artificial neural network (ANN) application is presented for flexural and axial vibration analysis of elastic beams with various support conditions. The first three natural frequencies of beams are obtained using multi layer neural network based back-propagation error learning algorithm. The natural frequencies of beams are calculated for six different boundary conditions via direct solution of governing differential equations of beams and Rayleigh's approximate method. The training of the network has been made using these data only flexural vibration case. The trained neural network, however, had been tested for cantilever beam (C-F), and both end free (F-F) in case the axial vibration, and clamped-clamped (C-C), and Guided-Pinned (G-P) support condition in case the flexural vibrations which were not included in the training set. The results found by using artificial neural network are sufficiently close to the theoretical results. It has been demonstrated that the artificial neural network approach applied in this study is highly successful for the purposes of free vibration analysis of elastic beams.

ON SECURE BINARY SEQUENCES GENERATED BY A FUNCTION f(x) = x + (g(x)2 ∨ C) mod 2n

  • Rhee, Min Surp
    • 충청수학회지
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    • 제22권4호
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    • pp.789-797
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    • 2009
  • Invertible transformations over n-bit words are essential ingredients in many cryptographic constructions. When n is large (e.g., n = 64) such invertible transformations are usually represented as a composition of simpler operations such as linear functions, S-P networks, Feistel structures and T-functions. Among them we will study T-functions which are probably invertible transformation and are very useful in stream ciphers. In this paper we will show that $f(x)=x+(g(x)^2{\vee}C)$ mod $2^n$ is a permutation with a single cycle of length $2^n$ if both the least significant bit and the third significant bit in the constant C are 1, where g(x) is a T-function.

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Design Guidelines for a Capacitive Wireless Power Transfer System with Input/Output Matching Transformers

  • Choi, Sung-Jin
    • Journal of Electrical Engineering and Technology
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    • 제11권6호
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    • pp.1656-1663
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    • 2016
  • A capacitive wireless power transfer (C-WPT) system uses an electric field to transmit power through a physical isolation barrier which forms a pair of ac link capacitors between the metal plates. However, the physical dimension and low dielectric constant of the interface medium severely limit the effective link capacitance to a level comparable to the main switch output capacitance of the transmitting circuit, which thus narrows the soft-switching range in the light load condition. Moreover, by fundamental limit analysis, it can be proved that such a low link capacitance increases operating frequency and capacitor voltage stress in the full load condition. In order to handle these problems, this paper investigates optimal design of double matching transformer networks for C-WPT. Using mathematical analysis with fundamental harmonic approximation, a design guideline is presented to avoid unnecessarily high frequency operation, to suppress the voltage stress on the link capacitors, and to achieve wide ZVS range even with low link capacitance. Simulation and hardware implementation are performed on a 5-W prototype system equipped with a 256-pF link capacitance and a 200-pF switch output capacitance. Results show that the proposed scheme ensures zero-voltage-switching from full load to 10% load, and the switching frequency and the link capacitor voltage stress are kept below 250 kHz and 452 V, respectively, in the full load condition.

X-band용 MMIC 오실레이터 설계연구 (Studies on MMIC oscillator using HBT for X-band)

  • 채연식;안단;이진구
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 1998년도 하계종합학술대회논문집
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    • pp.387-390
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    • 1998
  • In this paper, HBT's with lower phase noise and passive elements, such as resistors, capacitors and inductors, for resonance and impedance matching networks are designed, fabricated, tested, and carefully analysed, respectively, and then, they are integrated for the design and fabrication of functional X-band oscillators with lower phase noise. Epi-wafers for HBT's with the structure of graded $Al_{x}$G $a_{1-x}$ As emitter and C-doped base layer of 700.angs. thick were used to specially emphasize the improvement of $f_{T}$ and $f_{max}$, and the lowering of phase noise, in design aspects. At the test frequencies of 12GHz, capacitances of MIM capacitors, spiral inductor, and resistances are 0.5~10pF, 0.4~11.06nH, and 20~1,380.ohm., respectively. The emitter size of HBY's for the X-band MMIC oscillators is 3*10u $m^{2}$, and find chip size is 0.9*0.9m $m^{2}$..EX>.

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Epoxy/Silicon Epoxy/Urethane계 IPN 복합재료의 개발에 관한 연구 (A study on the Dielectric Properties of IPN based on the Epoxy/Silicon and Epoxy/Urethane)

  • 신중흥;정은식;박정후
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1987년도 정기총회 및 창립40주년기념 학술대회 학회본부
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    • pp.504-507
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    • 1987
  • Interpenerating Polymer Networks (IPNs) are unique type of polymer blend, synthesized by swelling a crossed polymer (Epoxy) with second polymer (Silicon) and also we adopted Urethane as the second polymer. The relationship between dielectric and mechanical properties of high temperature curing IPNs(E/S, E/U) are investigated. The ratios of weight that we formed we re two kind of thing, one (E/S) about 1[wt%]. 3[wt%], 5[wt%], 7[wt%], 10[wt%], and the other (E/U) about 5[wt%], 15[wt%], 25[wt%]. It was heat-cured for 24hours at $100^{\circ}C$ 48 hours at $10^{\circ}C$, 5 hours at $130^{\circ}C$, 15hours at $130^{\circ}C$ in E/S and also for 5 hours at $130^{\circ}C$ in E/U. From the viewpoint of dielectric and mechanical properties, the optimum condition is obtained from the sample cured for 5hours at $130^{\circ}C$ for 1[wt%] in the E/S, and also obtained from the sample cure d for 5 hours at $130^{\circ}C$ in E/U.

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Functional characterization of ABA signaling components using transient gene expression in rice protoplasts

  • Song, In-Sik;Moon, Seok-Jun;Kim, Jin-Ae;Yoon, Insun;Kwon, Taek-Ryoun;Kim, Beom-Gi
    • 한국작물학회:학술대회논문집
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    • 한국작물학회 2017년도 9th Asian Crop Science Association conference
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    • pp.109-109
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    • 2017
  • The core components of ABA-dependent gene expression signaling have been identified in Arabidopsis and rice. This signaling pathway consists of four major components; group A OsbZIPs, SAPKs, subclass A OsPP2Cs and OsPYL/RCARs in rice. These might be able to make thousands of combinations through interaction networks resulting in diverse signaling responses. We tried to characterize those gene functions using transient gene expression for rice protoplasts (TGERP) because it is instantaneous and convenient system. Firstly, in order to monitor the ABA signaling output, we developed reporter system named pRab16A-fLUC which consists of Rab16A promoter of rice and luciferase gene. It responses more rapidly and sensitively to ABA than pABRC3-fLUC that consists of ABRC3 of HVA1 promoter in TGERP. We screened the reporter responses for over-expression of each signaling components from group A OsbZIPs to OsPYL/RCARs with or without ABA in TGERP. OsbZIP46 induced reporter most strongly among OsbZIPs tested in the presence of ABA. SAPKs could activate the OsbZIP46 even in the ABA independence. Subclass A OsPP2C6 and -8 almost completely inhibited the OsbZIP46 activity in the different degree through the SAPK9. Lastly, OsPYL/RCAR2 and -5 rescued the OsbZIP46 activity in the presence of SAPK9 and OsPP2C6 dependent on ABA concentration and expression level. By using TGERP, we could characterize successfully the effects of ABA dependent gene expression signaling components in rice. In conclusion, TGERP represents very useful technology to study systemic functional genomics in rice or other monocots.

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컴퓨터 네트워크의 보안을 위한 공개키 다항식 지수 암호시스템에 대한 연구 (A Study on Public key Exponential Cryptosystem for Security in Computer Networks)

  • 양태규
    • 정보학연구
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    • 제6권1호
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    • pp.1-10
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    • 2003
  • 본 논문에서는 컴퓨터 네트워크의 보안성을 위해서 다항식을 인수분해하는 데 어려움이 있는 공개키 다항식 지수 암호시스템 알고리즘을 제안하였다. 제안된 공개키 다항식 지수 암호 시스템에서는 암호문은 평문 다항식 W(x,y,z)을 구성하여 이것을 3승하여 그것에 2개의 공개키 다항식 f(x,y,z)와 g(x,y,z)를 각각 임의의 정수를 곱하여 더한 것을 암호문 C(x,y,z)로 하여 수신자에게 보내준다. 공개키 다항식 f(x,y,z)=g(x,y,x)=0 mod p 근을 구하는 어려움 때문에 해독이 힘들게 된다. 제안된 공개키 다항식 지수 암호 알고리즘은 소인수분해의 어려움에 기초를 둔 RSA 방법의 안전성에, 공개키 다항식을 동시에 만족하는 근을 구하는 어려움의 안전성을 더함으로써 보다 더 안전성 있는 공개키 지수 암호 알고리즘으로 된다. 제안된 공개키 다항식 지수 암호시스템의 타당성을 컴퓨터 시뮬레이션을 통하여 입증하였다.

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Electroencephalographic brain frequency in athletes differs during visualization of a state of rest versus a state of exercise performance: a pilot study

  • Berk, Lee;Mali, Deeti;Bains, Gurinder;Madane, Bhagwant;Bradburn, Jessica;Acharya, Ruchi;Kumar, Ranjani;Juneja, Savleen;Desai, Nikita;Lee, Jinhyun;Lohman, Everett
    • Physical Therapy Rehabilitation Science
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    • 제4권1호
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    • pp.28-31
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    • 2015
  • Objective: Psychomotor imagery has been widely used to improve motor performance and motor learning. Recent research suggests that during visualization, changes occur in neurophysiological networks that make physical practice more effective in configuring functional networks for skillful behaviors. The aim of our pilot study was to determine if there was change and to what extent there was differentiation in modulation in electroencephalography (EEG) frequencies between visualizing a state of rest and a state of exercise performance and to identify the preponderant frequency. Design: Quasi-experimental design uncontrolled before and after study. Methods: EEG brain wave activity was recorded from 0-40 Hz from nine cerebral cortical scalp regions F3, Fz, F4, C3, Cz, C4, P3, POz, and P4 with a wireless telemetric EEG system. The subjects, while sitting on a chair with eyes closed, were asked to visualize themselves in a state of routine rest/relaxation and after a period of time in a state of their routine exercise performance. Results: The gamma frequency, 31-40 Hz, (${\gamma}$) was the predominant wave band in differentiation between visualizing a state of rest versus visualizing a state of exercise performance. Conclusions: We suggest these preliminarily findings show the EEG electrocortical activity for athletes is differentially modulated during visualization of exercise performance in comparison to rest with a predominant ${\gamma}$ wave band frequency observed during the state of exercise. Further controlled experimental studies will be performed to elaborate these observations and delineate the significance to optimization of psychomotor exercise performance.

Sensing the Stress: the Role of the Stress-activated p38/Hog1 MAPK Signalling Pathway in Human Pathogenic Fungus Cryptococcus neoformans

  • Bahn, Yong-Sun;Heitman, Joseph
    • 한국미생물학회:학술대회논문집
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    • 한국미생물학회 2007년도 International Meeting of the Microbiological Society of Korea
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    • pp.120-122
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    • 2007
  • All living organisms use numerous signal-transduction pathways to sense and respond to their environments and thereby survive and proliferate in a range of biological niches. Molecular dissection of these signalling networks has increased our understanding of these communication processes and provides a platform for therapeutic intervention when these pathways malfunction in disease states, including infection. Owing to the expanding availability of sequenced genomes, a wealth of genetic and molecular tools and the conservation of signalling networks, members of the fungal kingdom serve as excellent model systems for more complex, multicellular organisms. Here, we employed Cryptococcus neoformans as a model system to understand how fungal-signalling circuits operate at the molecular level to sense and respond to a plethora of environmental stresses, including osmoticshock, UV, high temperature, oxidative stress and toxic drugs/metabolites. The stress-activated p38/Hog1 MAPK pathway is structurally conserved in many organisms as diverse as yeast and mammals, but its regulation is uniquely specialized in a majority of clinical Cryptococcus neoformans serotype A and D strains to control differentiation and virulence factor regulation. C. neoformans Hog1 MAPK is controlled by Pbs2 MAPK kinase (MAPKK). The Pbs2-Hog1 MAPK cascade is controlled by the fungal "two-component" system that is composed of a response regulator, Ssk1, and multiple sensor kinases, including two-component.like (Tco) 1 and Tco2. Tco1 and Tco2 play shared and distinct roles in stress responses and drug sensitivity through the Hog1 MAPK system. Furthermore, each sensor kinase mediates unique cellular functions for virulence and morphological differentiation. We also identified and characterized the Ssk2 MAPKKK upstream of the MAPKK Pbs2 and the MAPK Hog1 in C. neoformans. The SSK2 gene was identified as a potential component responsible for differential Hog1 regulation between the serotype D sibling f1 strains B3501 and B3502 through comparative analysis of their meiotic map with the meiotic segregation of Hog1-dependent sensitivity to the fungicide fludioxonil. Ssk2 is the only polymorphic component in the Hog1 MAPK module, including two coding sequence changes between the SSK2 alleles in B3501 and B3502 strains. To further support this finding, the SSK2 allele exchange completely swapped Hog1-related phenotypes between B3501 and B3502 strains. In the serotype A strain H99, disruption of the SSK2 gene dramatically enhanced capsule biosynthesis and mating efficiency, similar to pbs2 and hog1 mutations. Furthermore, ssk2, pbs2, and hog1 mutants are all hypersensitive to a variety of stresses and completely resistant to fludioxonil. Taken together, these findings indicate that Ssk2 is the critical interface protein connecting the two-component system and the Pbs2-Hog1 pathway in C. neoformans.

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