DocumentCode
1629576
Title
A comparison of some connectionist compression schemes
Author
Gedeon, T.D. ; Catalan, J.A. ; Jin, J.
Author_Institution
Dept. of Inf. Eng., New South Wales Univ., Kensington, NSW, Australia
fYear
1997
Firstpage
283
Lastpage
288
Abstract
In this paper we consider connectionist compression schemes using auto-associative networks, and demonstrate the advantages gained by imposing two different constraints on the allowed network weights, and comparison with pruning of the unconstrained auto-associative network
Keywords
data compression; image coding; neural nets; connectionist compression schemes; image compression; unconstrained auto-associative network; Computer science; Electronic mail; Facsimile; Image coding; Image processing; Image quality; Inspection; Neural networks; Neurons; Pattern recognition;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Engineering Systems, 1997. INES '97. Proceedings., 1997 IEEE International Conference on
Conference_Location
Budapest
Print_ISBN
0-7803-3627-5
Type
conf
DOI
10.1109/INES.1997.632431
Filename
632431
Link To Document