Citation
Sj. Chang et al., Adaptive training and pruning in feedforward networks, ELECTR LETT, 37(2), 2001, pp. 106-107
Citations number
4
Categorie Soggetti
Eletrical & Eletronics Engineeing
Journal title
ELECTRONICS LETTERS
ISSN journal
00135194
→ ACNP
Volume
37
Issue
2
Year of publication
2001
Pages
106 - 107
Database
ISI
SICI code
0013-5194(20010118)37:2<106:ATAPIF>2.0.ZU;2-1
Abstract
A local extended Kalman filter training and pruning approach is proposed to
train feedforvard networks with the goal of reducing the computational com
plexity and storage requirement in large-scale practical problems. The perf
ormance of the proposed algorithm is demonstrated for the problem of handwr
itten digit recognition.