한국지능시스템학회:학술대회논문집 (Proceedings of the Korean Institute of Intelligent Systems Conference)

한국지능시스템학회 (Korean Institute of Intelligent Systems)
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모듈형 구조를 갖는 범용 뉴럴 연산회로 설계

Design on Neural Operation Unit with Modular Structure

  • 김종원 (한국기술교육대학교 정보기술공학부) ;
  • 조현찬 (한국기술교육대학교 정보기술공학부) ;
  • 서재용 (한국기술교육대학교 정보기술공학부) ;
  • 조태훈 (한국기술교육대학교 정보기술공학부) ;
  • 이성준 (한국기술교육대학교 정보기술공학부)
  • Kim Jong-Won (Depart of Electrical and Electronics Engineering, Korea University of Technology and Education) ;
  • Cho Hyun-Chan (Depart of Electrical and Electronics Engineering, Korea University of Technology and Education) ;
  • Seo Jae-Yong (Depart of Electrical and Electronics Engineering, Korea University of Technology and Education) ;
  • Cho Tae-Hoon (Depart of Electrical and Electronics Engineering, Korea University of Technology and Education) ;
  • Lee Sung-Jun (Depart of Electrical and Electronics Engineering, Korea University of Technology and Education)
  • 발행 : 2006.05.01
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초록

By advent of NNC(Neural Network Chip), it is possible that process in parallel and discern the importance of signal with learning oneself by experience in external signal. So, the design of general purpose operation unit using VHDL(VHSIC Hardware Description Language) on the existing FPGA(Field Programmable Gate Array) can replaced EN(Expert Network) and learning algorithm. Also, neural network operation unit is possible various operation using learning of NN(Neural Network). This paper present general purpose operation unit using hierarchical structure of EN. EN of presented structure learn from logical gate which constitute a operation unit, it relocated several layer. The overall structure is hierarchical using a module, it has generality more than FPGA operation unit.

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