대한전자공학회:학술대회논문집 (Proceedings of the IEEK Conference)

대한전자공학회 (The Institute of Electronics and Information Engineers)
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Support Vector Machine 기반 생체인식 전용 VLSI 구조

VLSI Architecture using Support Vector Machine-based Biometric Authentication

  • 반성범 (한국전자통신연구원 정보보호연구본부) ;
  • 정용화 (한국전자통신연구원 정보보호연구본부) ;
  • 정교일 (한국전자통신연구원 정보보호연구본부)
  • 발행 : 2002.06.01
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초록

In this paper, we propose a VLSI architecture for computation of the SVM(Support Vector Machine) that has become established as a powerful technique for solving a variety of classification, regression, and so on. When we compare the proposed systolic arrays with the conventional method, our architecture exhibits a lot of advantages in terms of latency and throughput rate.

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