• Title/Summary/Keyword: Mapping Technology

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A Structure of Spiking Neural Networks(SNN) Compiler and a performance analysis of mapping algorithm (Spiking Neural Networks(SNN)를 위한 컴파일러 구조와 매핑 알고리즘 성능 분석)

  • Kim, Yongjoo;Kim, Taeho
    • The Journal of the Convergence on Culture Technology
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    • v.8 no.5
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    • pp.613-618
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    • 2022
  • Research on artificial intelligence based on SNN (Spiking Neural Networks) is drawing attention as a next-generation artificial intelligence that can overcome the limitations of artificial intelligence based on DNN (Deep Neural Networks) that is currently popular. In this paper, we describe the structure of the SNN compiler, a system SW that generate code from SNN description for neuromorphic computing systems. We also introduce the algorithms used for compiler implementation and present experimental results on how the execution time varies in neuromorphic computing systems depending on the the mapping algorithm. The mapping algorithm proposed in the text showed a performance improvement of up to 3.96 times over a random mapping. The results of this study will allow SNNs to be applied in various neuromorphic hardware.

A Study on the Process of Sequential Collaborative Projection Mapping - Focused on case of 'Media Conglomerate' - (순차협업형 프로젝션 맵핑 제작 과정에 관한 연구 - 'Media Conglomerate'의 사례를 중심으로 -)

  • Lee, Eun Ju;Lim, Yang Kyu;Park, Jin Wan
    • Korea Science and Art Forum
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    • v.26
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    • pp.289-299
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    • 2016
  • The range of art has been gradually expanded with the passage of time. Science and technology have also contributed to the arts in the name of media art, and artists and technicians have become collaborative. In this paper, we investigate the meaning of collaboration in art and analyze the case focusing on Projection Mapping which is a field of Media Art. In particular, this study propose the concept and production process of Sequential Collaborative Projection Mapping works, and see the work of making and exhibition as one experiment. Based on this, sequential collaborative procedures are defined in the case of work production, and the underlying technologies and procedures for collaboration are presented. The presented techniques and procedures can be applied to projection mapping exhibitions and festivals as a platform. In this process, we have reviewed the collaborative relationship between artists and technicians, and the issues with regard to giving and receiving the credit of works.

ON HARMONIC CONVOLUTIONS INVOLVING A VERTICAL STRIP MAPPING

  • Kumar, Raj;Gupta, Sushma;Singh, Sukhjit;Dorff, Michael
    • Bulletin of the Korean Mathematical Society
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    • v.52 no.1
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    • pp.105-123
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    • 2015
  • Let $f_{\beta}=h_{\beta}+\bar{g}_{\beta}$ and $F_a=H_a+\bar{G}_a$ be harmonic mappings obtained by shearing of analytic mappings $h_{\beta}+g_{\beta}=1/(2isin{\beta})log\((1+ze^{i{\beta}})/(1+ze^{-i{\beta}})\)$, 0 < ${\beta}$ < ${\pi}$ and $H_a+G_a=z/(1-z)$, respectively. Kumar et al. [7] conjectured that if ${\omega}(z)=e^{i{\theta}}z^n({\theta}{\in}\mathbb{R},n{\in}\mathbb{N})$ and ${\omega}_a(z)=(a-z)/(1-az)$, $a{\in}(-1,1)$ are dilatations of $f_{\beta}$ and $F_a$, respectively, then $F_a\tilde{\ast}f_{\beta}{\in}S^0_H$ and is convex in the direction of the real axis, provided $a{\in}[(n-2)/(n+2),1)$. They claimed to have verified the result for n = 1, 2, 3 and 4 only. In the present paper, we settle the above conjecture, in the affirmative, for ${\beta}={\pi}/2$ and for all $n{\in}\mathbb{N}$.

A VISCOSITY APPROXIMATIVE METHOD TO CES$\`{A}$RO MEANS FOR SOLVING A COMMON ELEMENT OF MIXED EQUILIBRIUM, VARIATIONAL INEQUALITIES AND FIXED POINT PROBLEMS

  • Jitpeera, Thanyarat;Katchang, Phayap;Kumam, Poom
    • Journal of applied mathematics & informatics
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    • v.29 no.1_2
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    • pp.227-245
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    • 2011
  • In this paper, we introduce a new iterative method for finding a common element of the set of solutions for mixed equilibrium problem, the set of solutions of the variational inequality for a ${\beta}$inverse-strongly monotone mapping and the set of fixed points of a family of finitely nonexpansive mappings in a real Hilbert space by using the viscosity and Ces$\`{a}$ro mean approximation method. We prove that the sequence converges strongly to a common element of the above three sets under some mind conditions. Our results improve and extend the corresponding results of Kumam and Katchang [A viscosity of extragradient approximation method for finding equilibrium problems, variational inequalities and fixed point problems for nonexpansive mapping, Nonlinear Analysis: Hybrid Systems, 3(2009), 475-86], Peng and Yao [Strong convergence theorems of iterative scheme based on the extragradient method for mixed equilibrium problems and fixed point problems, Mathematical and Computer Modelling, 49(2009), 1816-828], Shimizu and Takahashi [Strong convergence to common fixed points of families of nonexpansive mappings, Journal of Mathematical Analysis and Applications, 211(1) (1997), 71-83] and some authors.

Development of CPLD Technology Mapping Algorithm Improving Run-Time under Time Constraint (시간제약 조건하에서 수행시간을 개선한 CPLD 기술 매핑 알고리즘 개발)

  • 윤충모;김희석
    • Journal of the Korea Society of Computer and Information
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    • v.4 no.4
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    • pp.15-24
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    • 1999
  • In this paper, we propose a new CPLD technology mapping algorithm improving run-time under time constraint. In our technology mapping algorithm, a given logic equation is constructed as the DAG type, then the DAG is reconstructed by replicating the node that outdegree is more than or equal to 2. As a result. it makes delay time and the number of CLBs, run-time to be minimized. Also, after the number of multi-level is defined and cost of each nodes is calculated, the graph is partitioned in order to fit to k that is the number of OR term within CLB. The partitioned nodes are merged through collapsing and bin packing is performed in order to fit to the number of OR term within CLB.

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Analysis on the Dynamics of Keyword Mapping for Detecting Emerging Technologies : A Case Study on Graphene (유망영역 탐지를 위한 키워드 매핑의 동태적 분석 : 그래핀 사례연구)

  • Ahn, Se-Jung;Kim, Do-Hyun;Kwon, Oh-Jin;Bae, Young-Chul;Lee, June-Young
    • The Journal of the Korea institute of electronic communication sciences
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    • v.7 no.6
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    • pp.1393-1401
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    • 2012
  • In this study, we pick graphene research as a case study to demonstrate the importance of follow-up monitoring the emerging technology items. Graphene was selected as an emerging technology from MIT(2008) and KISTEP(2009). We analyze the growth, transition, and differentiation of graphene research by keyword mapping techniques. Specifically, we investigate the changing aspects of biosensor area within graphene field to predict that it will be highly promising.

New Technology Mapping Algorithm of Multiple-Output Functions for TLU-Type FPGAs (TLU형 FPGA를 위한 새로운 다출력 함수 기술 매핑 알고리즘)

  • Park, Jang-Hyun;Kim, Bo-Gwan
    • The Transactions of the Korea Information Processing Society
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    • v.4 no.11
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    • pp.2923-2930
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    • 1997
  • This paper describes two algorithms for technology mapping of multiple output functions into interesting and popular FPGAs (Field Programmable Gate Arrays) that lise look-up table memories. For improvement of technology mapping for FPGA, we use the functional decomposition method for multiple output functions. Two algorithms are proposed. The one is the Roth-Karp algorithm extended for multiple output functions. The other is the novel and efficient algorithm which looks for common decomposition functions through the decomposition procedure. The cost function is used to minimize the number of CLBs and nets and to improve performance of the network. Finally we compare our new algorithm with previous logic design technique. Experimental results show significant reduction in the number of CLBs and nets.

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Soccer Game Scene Mapping Using Inverse Affine Transform (역방향 어파인 변환을 이용한 추국 경기장면 매핑)

  • Yoon, Ho-Sub;Kim, Kwang-Yong;Soh, Jung;Min, Byung-Woo;Yang, young-Kyu
    • Proceedings of the Korean Information Science Society Conference
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    • 1999.10b
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    • pp.377-379
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    • 1999
  • 본 연구에서는 축구 경기 장면 분석시스템의 일부인 경기 장면에서 선수의 위치와 운동장 모델에서의 선수의 위치 간의 매핑에 관해 기술한다. 이 때 두 좌표계 간의 사상(mapping)시 발생되는 hole에 관한 문제를 주로 사용되는 보간법이 아니라 역 방향 매핑을 이용하여 해결하고, 또한 운동장 모델의 전체 영역이 아니라 원 영상에서 얻어진 정보를 이용하여 최소한의 영역만을 변환함으로써 계산의 효율성을 높였다. 본 연구에서는 PC상에서 초당 3~5 Frame로 입력된 280$\times$640 해상도의 100여개의 RGB 영상을 대상하여 실험하였다. 축구 경기장면을 분석한 결과 대부분의 경우 두 좌표계간의 매핑이 올바로 이루어 졌다.

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MS-Based Technologies for the Study of Site-Specific Glycosylation

  • Kim, Unyong;Oh, Myung Jin;Lee, Jua;Hwang, Hee Yeon;An, Hyun Joo
    • Mass Spectrometry Letters
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    • v.8 no.4
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    • pp.69-78
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    • 2017
  • Glycosylation, which is one of the most common post-translation modification (PTMs) of proteins, plays a variety of crucial roles in many cellular events and biotherapeutics. Recent advances have led to the development of various analytical methods employing a mass spectrometry for glycomic and glycoproteomic study. However, site-specific glycosylation analysis is still a relatively new area with high potential for technologies and method development. This review will cover current MS-based workflows and technologies for site-specific mapping of glycosylation ranging from glycopeptide preparation to MS analysis. Bioinformatic tools for comprehensive analysis of glycoprotein with high-throughput manner will be also included.

FOREST MONITORING PROTOTYPE SYSTEM USING WEB MAPPING TECHNOLOGY

  • Kawahito, Shinobu;Kuroiwa, Kaori;Sobue, Shin-ichi;Ochiai, Osamu
    • Proceedings of the KSRS Conference
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    • 2003.11a
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    • pp.793-794
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    • 2003
  • Forest fire monitoring prototype system was developed by National Development Agency of Japan (NASDA) and the Ministry of Agriculture, Forestry and Fisheries of Japan (MAFF) to verify the usefulness of interoperabile system to study new services of Earth observation satellite data distribution for a practical application. In this system, a standard interface of Web based GIS technology, OpenGIS Consortium (OGC) technology, was adopted. This system is also expected to encourage data sharing activities in Digital Asia Network (DAN) as a demonstration system.

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