Title of article :
Pulse images recognition using fuzzy neural network
Author/Authors :
Xu، نويسنده , , Lisheng and Meng، نويسنده , , Max Q.-H. and Wang، نويسنده , , Kuanquan and Lu، نويسنده , , Wang and Li، نويسنده , , Naimin، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2009
Abstract :
The automatic recognition of pulse images is the key in the research of computerized pulse diagnosis. In order to automatically differentiate the pulse patterns by using small samples in pulse diagnosis, a fuzzy neural network for classifying pulse images based on the knowledge of experts in traditional Chinese pulse diagnosis was designed. The designed classifier can make hard decision and soft decision for identifying 16 patterns of pulse images at the accuracy of 90.25%, which is better than the results that are achieved by back propagation neural network.
Keywords :
classifier , Fuzzy neural network , Pulse diagnosis , Pulse image
Journal title :
Expert Systems with Applications
Journal title :
Expert Systems with Applications