DocumentCode :
620633
Title :
The design of digit recognition teaching experiment based on BP neural network
Author :
Haitao Yu ; Jianyi Guo ; Zhengtao Yu ; Yantuan Xian ; Peng Chen
Author_Institution :
Sch. of Inf. Eng. & Autom., Kunming Univ. of Sci. & Technol., Kunming, China
fYear :
2013
fDate :
25-27 May 2013
Firstpage :
5109
Lastpage :
5113
Abstract :
The teaching of pattern recognition course in postgraduates´ study is too theoretical to learn, and lack of teaching experiments. To solve these problems, this paper researches and explores on how to design digit recognition experiment in this course.we propose an digit recognition teaching plan based on BP neural network. Firstly, we summarize the development and application of digit recognition, as well as the existing problems during the teaching activities at present; then, we use the case teaching method to explain the experimental procedures,and use the method of BP neural network to recognise digit, including the principle of digit recognition, the principle of image preprocessing and the design of neural network, and so on. With the aims of optimizing the original teaching form, stimulating students´ study interests, training their abilities of practice and scientific research , we introduce the design of experiment. Finally, help students to solve practical problems..
Keywords :
backpropagation; character recognition; computer aided instruction; computer science education; design of experiments; educational courses; neural nets; teaching; BP neural network; backpropagation; case teaching method; design of experiment; digit recognition teaching experiment; pattern recognition course; teaching activity; Biological neural networks; Character recognition; Feature extraction; Image recognition; Training; BP neural network; Digit recognition; The practice of pattern recognition course;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control and Decision Conference (CCDC), 2013 25th Chinese
Conference_Location :
Guiyang
Print_ISBN :
978-1-4673-5533-9
Type :
conf
DOI :
10.1109/CCDC.2013.6561862
Filename :
6561862
Link To Document :
بازگشت