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The Research of a Kind of Rough Logic Neural Network |
Zhang Dong-bo①②; Wang Yao-nan① |
①College of Electrical and Information Engineering, Hunan University, Changsha 410082, China; ②Institute of Information Engineering, Xiangtan University, Xiangtan 411105, China |
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Abstract In this paper, based on rough logic theory, the design of rough neural network in the meaning of rough logic is studied. The character of rough logic neural network and fuzzy logic neural network are analyzed and compared. The validity of the rough logic neural network can be verified in the land cover classification experiment of the Landsat TM remote sensing image of Chongqing area. The rough logic neural network has superiorities at the aspect of structure and convergence.
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Received: 28 August 2005
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