Title :
The application of BP neural network in liquid identification
Author :
Liu, Jing ; Song, Qing ; Wu, Di ; Huang, Jia-Yong ; Zhang, Chun-Song
Author_Institution :
Autom. Sch., Beijing Univ. of Posts & Telecommun., Beijing, China
Abstract :
BP artificial neural network (BP ANN) is one of the most active branch of computational intelligence and machine learning area recently. It is taken more and more seriously in the field of pattern recognition applications, and now it is an important theory and tool to solve problems of these applications. Considered the blindness and low efficiency of the traditional methods, this paper uses BP neural network for liquid recognition, and high accuracy is obtained. Experiments results show that BP neural network has a distinct advantage in recognition accuracy and a priori knowledge of liquid identification.
Keywords :
backpropagation; chemistry computing; neural nets; BP artificial neural network; BP neural network; computational intelligence; liquid identification; liquid recognition; machine learning; pattern recognition; Automation; Educational institutions; BP neural network; Liquid drop fingerprint; Liquid identification;
Conference_Titel :
Computer Application and System Modeling (ICCASM), 2010 International Conference on
Conference_Location :
Taiyuan
Print_ISBN :
978-1-4244-7235-2
Electronic_ISBN :
978-1-4244-7237-6
DOI :
10.1109/ICCASM.2010.5622211