COMBINING ADAPTIVE SIGMOID PACKET AND TRACE NEURAL-NETWORK FOR FAST INVARIANCE-LEARNING

Authors
PENG HC SHA LF GAN Q WEI Y
Citation
Hc. Peng et al., COMBINING ADAPTIVE SIGMOID PACKET AND TRACE NEURAL-NETWORK FOR FAST INVARIANCE-LEARNING, Electronics Letters, 34(9), 1998, pp. 898-900
Citations number
6
Categorie Soggetti
Engineering, Eletrical & Electronic
Journal title
Electronics Letters → ACNP
ISSN journal
00135194
Volume
34
Issue
9
Year of publication
1998
Pages
898 - 900
Database
ISI
SICI code
0013-5194(1998)34:9<898:CASPAT>2.0.ZU;2-A
Abstract
By replacing the commonly used sigmoid neuron activation function with an adaptive sigmoid packet, the invariance extraction of a trace neur al network can be effectively enhanced and speeded up for fast varying sample sequences. The performance is compared with several existing m odels.