DocumentCode
3300258
Title
A novel learning algorithm inspired by the concept of DNA sequence in biological systems
Author
Lin, Dongmei ; Yu, Guojie ; Qiao, Haiyun
Author_Institution
Hebei Univ. of Eng., Handan, China
fYear
2010
fDate
25-27 June 2010
Firstpage
513
Lastpage
517
Abstract
In this paper, a novel algorithm named DNA-like learning algorithm is proposed. This algorithm is enable to quickly train the CNN template implementing LSBF, and has many advantages including without the need to consider its convergence property, in particular faster running speed and better robustness. The important problem of implementing non-LSBF will be further discussed in the future study.
Keywords
Biological information theory; Biological systems; Biology computing; Boolean functions; Cellular neural networks; Convergence; DNA; Educational technology; Robustness; Sequences; Biological Systems; DNA; Learning Algorithm;
fLanguage
English
Publisher
ieee
Conference_Titel
Educational and Network Technology (ICENT), 2010 International Conference on
Conference_Location
Qinhuangdao, China
Print_ISBN
978-1-4244-7660-2
Electronic_ISBN
978-1-4244-7662-6
Type
conf
DOI
10.1109/ICENT.2010.5532250
Filename
5532250
Link To Document