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文章基本信息

  • 标题:Review: Competitive Learning Algorithm of Neural Network
  • 本地全文:下载
  • 作者:Jithendra Singh Sengar ; Niresh Sharma
  • 期刊名称:International Journal of Computer Technology and Applications
  • 电子版ISSN:2229-6093
  • 出版年度:2011
  • 卷号:2
  • 期号:5
  • 页码:1480-1485
  • 出版社:Technopark Publications
  • 摘要:This paper deals mainly with the development of new learning algorithms and the study of the dynamics of neural networks. This survey paper will cover issues about the unsupervised competitive learning as well as some of its variances like hard competitive learning and soft competitive learning. After introducing of unsupervised learning algorithms, we will discuss the other competitive learning methods and motivations and goodness as well as the weakness of this model. Paper focuses on the evolution of learning algorithm of neural network using competitive learning, Furthermore, we compare the performance of it with other competitive learning that have appeared in the past. In the last of this paper, we conclude the survey of competitive methods
  • 关键词:Neural Network; Unsupervised Learning Algorithms; Competitive Methods of learning
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