DocumentCode
1817193
Title
LVQPAK: A software package for the correct application of Learning Vector Quantization algorithms
Author
Kohonen, Teuvo ; Kangas, Jari ; Laaksonen, Jorma ; Torkkola, Kari
Author_Institution
Lab. of Comput. & Inf. Sci., Helsinki Univ. of Technol., Espoo, Finland
Volume
1
fYear
1992
fDate
7-11 Jun 1992
Firstpage
725
Abstract
An overview of the software package LVQPAK, which has been developed for convenient and effective application of learning vector quantization algorithms, is presented. Two new features are included: fast conflict-free initial distribution of codebook vectors into the class zones and the optimized-learning-rate algorithm OLVQ1
Keywords
learning (artificial intelligence); software packages; vector quantisation; LVQPAK; Learning Vector Quantization algorithms; codebook vectors; correct application; fast conflict-free initial distribution; optimized-learning-rate algorithm OLVQ1; overview; software package; Application software; Information science; Laboratories; Packaging; Pattern recognition; Personal communication networks; Software algorithms; Software packages; Stochastic processes; Vector quantization;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 1992. IJCNN., International Joint Conference on
Conference_Location
Baltimore, MD
Print_ISBN
0-7803-0559-0
Type
conf
DOI
10.1109/IJCNN.1992.287101
Filename
287101
Link To Document