DocumentCode
1391356
Title
Combining adaptive sigmoid packet and trace neural network for fast invariance-learning
Author
Peng, Han Chuan ; Sha, Li Feng ; Gan, Qiang ; Wei, Yu
Author_Institution
Dept. of Biomed. Eng., Southeast Univ., Nanjing, China
Volume
34
Issue
9
fYear
1998
fDate
4/30/1998 12:00:00 AM
Firstpage
898
Lastpage
900
Abstract
By replacing the commonly used sigmoid neuron activation function with an adaptive sigmoid packet, the invariance extraction of a trace neural network can be effectively enhanced and speeded up for fast varying sample sequences. The performance is compared with several existing models
Keywords
adaptive systems; adaptive sigmoid packet; fast invariance-learning; fast varying sample sequences; trace neural network;
fLanguage
English
Journal_Title
Electronics Letters
Publisher
iet
ISSN
0013-5194
Type
jour
DOI
10.1049/el:19980667
Filename
682840
Link To Document