• 中国计算机学会会刊
  • 中国科技核心期刊
  • 中文核心期刊

J4 ›› 2010, Vol. 32 ›› Issue (6): 132-134.doi: 10.3969/j.issn.1007130X.2010.

• 论文 • Previous Articles     Next Articles

Research and Application of Rough Setsand Fuzzy Neural Networks

GONG Wei,FENG Xin   

  1. (School of Computer Science,Communication University of China,Beijing 100024,China)
  • Received:2009-09-15 Revised:2009-12-13 Online:2010-06-01 Published:2010-06-01

Abstract:

In this paper, based on rough sets, the design of a fuzzy neural network is studied. The characteristics of the rough fuzzy neural network and other neural networks are analyzed and compared. The validity of the rough fuzzy neural network can be verified in extracting sound quality parameters from the scene image. The rough fuzzy neural network has superiorities in the aspects of structure and convergence.

Key words: rough set;fuzzy theory;neural network;information handling

CLC Number: