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

  • 【作者】Xiao Wei,Yan Xiu-tao
  • 【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
  • 【召开年】2010
  • 【会议录】PROCEEDINGS OF 2010 3RD IEEE INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND INFORMATION TECHNOLOGY (ICCSIT 2010), VOL 6
  • 【摘要】 In this paper, considering fluctuations of weights 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, therefore, an optimal w...
  • 【文献类型】 会议论文
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