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Efficient Training of Neural Gas Vector Quantizers with Analog Circuit Implementation.

Authors :
Rovetta, Stefano
Zunino, Rodolfo
Source :
IEEE Transactions on Circuits & Systems Part II: Analog & Digital Signal Processing. Jun1999, Vol. 46 Issue 6, p688. 11p. 4 Black and White Photographs, 3 Diagrams, 4 Graphs.
Publication Year :
1999

Abstract

Presents information on a study which described an algorithm for training vector quantizers (VQ) with an improved version of the Neural Gas model and its implementation in analog circuitry. Theoretical aspects of VQ training; Circuit implementation of VQ training; Experimental results; Conclusions.

Details

Language :
English
ISSN :
10577130
Volume :
46
Issue :
6
Database :
Academic Search Index
Journal :
IEEE Transactions on Circuits & Systems Part II: Analog & Digital Signal Processing
Publication Type :
Academic Journal
Accession number :
2000219
Full Text :
https://doi.org/10.1109/82.769777