Proceedings of the Optical Society of Korea Conference (한국광학회:학술대회논문집)

Optical Society of Korea (한국광학회)
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Implementation of Optical neural Netwoks Based on Parallel rank-One Interconnections and Time Integration

  • Jeon, Ho-In (Department of Electronic Engineering Kyung Won University) ;
  • Choi, Jin-San (Department of Electronic Engineering Kyung Won University) ;
  • Shin, Chang-Min (Department of Electronic Engineering Kyung Won University) ;
  • Kang, Yo-Sik (Department of Electronic Engineering Kyung Won University) ;
  • Jung, Nak-Hee (Department of Electronic Engineering Kyung Won University)
  • Published : 1998.08.01
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Abstract

An optical implementation of higher order neural networks based on based principal component analysis and time integration has been described. The principal component analysis combined with time integration allows larger input size than fully spatial neural networks at the cost certain amount of time consumption. This time-integration usage actually breaks down the barrier of the maximum space-bandwidth product that optical systems can offer.

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