期刊文献+

基于神经网络的大学生心理健康评估模型 被引量:10

Neural Network-based Mental Health Evaluation Model
原文传递
导出
摘要 将神经网络和心理健康教育研究相结合,提出基于BP网络和RBF网络的心理健康评估模型。此方法不仅为非线性资料的处理提供了一种新思路,而且为在结构未知下的变量筛选开辟了途径。同时,神经网络模型能同时处理几百种因素,可使困难问题的求解更加精确。 Combining neural network with mental health education, the BP-based and RBF-based mental health evaluation model is proposed in this paper. The method not only provides a new idea for the nonlinear data, but also opens a new way for selecting variables with unknown structure. Meanwhile, the neural network model can deal with hundreds of factors, and make it more precisely in finding the solution of difficult problems.
出处 《中国临床心理学杂志》 CSSCI CSCD 2011年第6期746-747,733,共3页 Chinese Journal of Clinical Psychology
关键词 神经网络 大学生 心理健康评估 Neural network College student Mental health evaluation
  • 相关文献

参考文献2

二级参考文献5

  • 1JIN Yao-chu. Knowledge incorporation into neural networks from fuzzy rules[J ]. Neural Processing Letters, 1999, (10):231- 242.
  • 2WANG Ling,ZHENG Da- zhong. Global derivative - free training for feed - forward networks[ A ]. Proceeding of the 3rd Asian Control Conference[ C]. Shanghai: Shanghai Jiatong University Press,2000. 1570- 1575.
  • 3Schwenker F, Kestler H A. Palm G. Three learning phases for radial - basis - function networks[J ]. Neural Networks, 2001,14:439 - 458.
  • 4Song Q, Lin L,Soh Y C. Shifting of center of radial basis function neural network in presence of disturbance[ J]. Neural, Parallel and Scientific Computations, 1999, (7) :43 - 54.
  • 5Zekeriya Uykan,Giizelis C,Celebi M E. Analysis of input- output clustering for determining centers of RBFN[J]. IEEE Transactions on Neural Networks, 2000,11(4) :851 - 857.

共引文献37

同被引文献114

引证文献10

二级引证文献48

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部