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The Design and Simulation of Neural Network Encoder in Confidential Communication Field

  • 【作者】Wei Xiao,Yong Ai,Dun Pu,Zhicheng Dong
  • 【作者单位】1 Wuhan University, Electronic Information School, Hubei province, Wuhan, China, 12390; 2 Tibet University, School of Science, Lhasa, China, 91597; 3 Tibet University, School of Engineering, Lhasa, China, 91597
  • 【年份】2018
  • 【卷号】Vol.102 No.4
  • 【页码】3769-3779
  • 【ISSN】0929-6212
  • 【关键词】All-connection model Multi-layer perceptron network Neural network encoder Part connection model Self-organizing map neural network Tanner graph 
  • 【摘要】 Both all-connection model and part connection model is simulated, which adopt self-organizing map neural network to generate check bits. Consequently, N source bits and K check bits are composed a complete codeword. In the decoding port, multi-layer ...
  • 【文献类型】 期刊
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