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The Application of Optimal Weights Initialization Algorithm Based on Information Amount in Multi-layer Perceptron Networks

  • 【作者】Xiao, W ,Yan, XT
  • 【作者单位】;[ 1 ] Tibet Univ, Sch Engn, Dept Elect, Lhasa, Peoples R China [ 2 ] Southwest Jiaotong Univ, Sch Informat Sci & Technol, Chengdu, Peoples R China
  • 【年份】2010
  • 【页码】196-198
  • 【ISSN】2381-3458
  • 【关键词】fluctuations of weights sample sets matching degree an optimization criteria function embedded system 
  • 【摘要】 In this paper, considering fluctuations of weights (infromation amount) and influence of different sample sets, an optimization criteria function is constructed to determine the matching degree between current sample sets and initial weight sets, the...
  • 【文献类型】 期刊
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