期刊文献+

基于有跨越连接的多层神经网络的优越性

下载PDF
导出
摘要 分析神经网络结构的各种连接方式,提出多层神经网络的一般结构.研究表明,有跨越连接的神经网络可以逼近神经网络理想状态,说明了跨越连接神经网络的优越性.
作者 连志春
机构地区 朝阳师专
出处 《辽宁师专学报(自然科学版)》 2008年第2期19-20,37,共3页 Journal of Liaoning Normal College(Natural Science Edition)
  • 相关文献

参考文献2

二级参考文献12

  • 1RUMELHAT D E, HIN'IDN D E. Learning internal representations by back propagation error[J] .Nature, 1986,323(9):533-536.
  • 2MAGNITSKII N A. Some new approaches to the construction and learning of artificial neural networks[J]. Computational Mathematics and Modeling. 2001,12(4) : 293-304.
  • 3ALEXANDER G P, BENTTTO F A. An accelerated learning algorithm for multi-layer perceptron network[J]. IEEE, Trans On Neural Network, 1994,5(3) : 493-497.
  • 4Holland J J.Adaptation in Natural and Artificial Systems[M].University of Michigan Press.1975.
  • 5D Montana,L Davis.Training feedforward neural networks using genetic algorithms[C]//Proceedings of the 11th International Joint Conference on Artificial Intelligence,Morgan Kaufman,California,1989,762-767.
  • 6P Spronck,I Sprinkhuizen-Kuyper.Improving Opponent Intelligence through Offline Evolutionary Learning[J].International Journal of Intelligent Games and Simulation (S1477-2043).2003,2(1):20-27.
  • 7Y C Chu,J Huang.Solving the nonlinear regulator equations by a single layer feedforward neural network[C]//The 23rd international conference on computers and industrial engineering.1998:359-362.
  • 8L Xu,J P Jiang.Supervised learning control of a nonlinear polymerlsation reactor using the CMAC neursl network for knowledge storage[J].IEE Proc.of Contorl Theory Application (S1350-2379).1994,141(1).
  • 9黄山松,杜继宏,冯元琨.人工神经网络及其在控制中的应用[J].计算机自动测量与控制,1999,7(2):57-59. 被引量:6
  • 10丛爽,向微.BP网络结构、参数及训练方法的设计与选择[J].计算机工程,2001,27(10):36-38. 被引量:56

共引文献49

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