• Title/Summary/Keyword: Cellular Neural Networks

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Design of a Time-Multiplexing CNN Chip (시다중처리 셀룰러 신경망 칩설계)

  • 박병일;정금섭;전흥우;신경욱
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.4 no.2
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    • pp.505-516
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    • 2000
  • Cellular Neural Networks(CNN) is a nonlinear information-processing system that has a locally connected characteristic and is widely used in the real-time high speed image processing. In this paper, a practical system approach of time-multiplexing CNN implementations suitable for processing large and complex images using small CNN arrays is presented and $6\times6$ CNN hardware is designed for the processing of a large image. While previous implementations are mostly suitable for black and white applications because of the thresholded outputs, our approach is especially suitable for applications in gray image processing due to the analog nature of the state node. CNN chip is designed using a 0.65${\mu}{\textrm}{m}$ 2P2M(double poly, double metal) N-Well CMOS process technology. It contains about 15,400 devices on an area of about $1.85\times1.75$ md. The designed $6\times6$ CNN is tested for the edge detection of a large image input and it's performance is verified.

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