ENERGY FUNCTION FOR LEARNING INVARIANCE IN MULTILAYER PERCEPTRON

Authors
PENG HC SHA LF GAN Q WEI Y
Citation
Hc. Peng et al., ENERGY FUNCTION FOR LEARNING INVARIANCE IN MULTILAYER PERCEPTRON, Electronics Letters, 34(3), 1998, pp. 292-294
Citations number
5
Categorie Soggetti
Engineering, Eletrical & Electronic
Journal title
Electronics Letters → ACNP
ISSN journal
00135194
Volume
34
Issue
3
Year of publication
1998
Pages
292 - 294
Database
ISI
SICI code
0013-5194(1998)34:3<292:EFFLII>2.0.ZU;2-O
Abstract
A new energy function is proposed for forming self-adapting ordered re presentations of input samples in a multilayer perceptron. Simulation results on unconstrained handwritten digit recognition give a better i nvariance extraction for this model than for several other models.