DocumentCode
1381571
Title
Energy function for learning invariance in multilayer perceptron
Author
Peng, Hanchuan ; Sha, Lifeng ; Gan, Qiang ; Wei, Yu
Author_Institution
Dept. of Biomed. Eng., Southeast Univ., Nanjing, China
Volume
34
Issue
3
fYear
1998
fDate
2/5/1998 12:00:00 AM
Firstpage
292
Lastpage
294
Abstract
A new energy function is proposed for forming self-adapting ordered representations of input samples in a multilayer perceptron. Simulation results on unconstrained handwritten digit recognition give a better invariance extraction for this model than for several other models
Keywords
character recognition; invariance; learning (artificial intelligence); multilayer perceptrons; energy function; invariance extraction; learning invariance; multilayer perceptron; neural networks; self-adapting ordered representations; unconstrained handwritten digit recognition;
fLanguage
English
Journal_Title
Electronics Letters
Publisher
iet
ISSN
0013-5194
Type
jour
DOI
10.1049/el:19980161
Filename
677382
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