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
fDate :
4/30/1998 12:00:00 AM
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;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:19980667
