DocumentCode
2671607
Title
Review of back propagation neural network applied to athletics
Author
Jiang, Chong
Author_Institution
Dept. of Sports Inf. & Technol., Shenyang Sports Univ., Shenyang, China
fYear
2012
fDate
23-25 May 2012
Firstpage
2371
Lastpage
2375
Abstract
The structure and algorithms of back propagation neural network are presented, and the application of BP neural network to athletics is summarized systematically. The results of application on the athletic achievements prediction and evaluation model of athletics show that the proposed model of BP neural network can meet the precision request since its strong nonlinear mapping ability. Based on this, some open problems about design of BP neural network model and some new research directions are also analyzed.
Keywords
backpropagation; neural nets; sport; BP neural network; athletic achievement evaluation model; athletic achievement prediction; back propagation neural network; nonlinear mapping ability; Analytical models; Artificial neural networks; Biological neural networks; Forecasting; Predictive models; Training; Artificial neural network; BP neural network; Modeling; Prediction;
fLanguage
English
Publisher
ieee
Conference_Titel
Control and Decision Conference (CCDC), 2012 24th Chinese
Conference_Location
Taiyuan
Print_ISBN
978-1-4577-2073-4
Type
conf
DOI
10.1109/CCDC.2012.6244380
Filename
6244380
Link To Document