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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】Dept.of Electronics School of Engineering Tibet University Lhasa China;School of Information Science & Technology Southwest Jiaotong University Chengdu China
  • 【召开年】2010
  • 【会议地点】成都
  • 【会议录】第三届IEEE计算机科学与信息技术国际会议 ICCSIT 2010论文集
  • 【关键词】fluctuations of weights sample sets matchingdegree 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 set...
  • 【文献类型】 会议论文
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