Using Self-Organizing Maps
and Learning Vector Quantization
for Mixture Density Hidden Markov Models


Helsinki University of Technology
Neural Networks Research Centre

Accepted in The Department of Computer Science and Engineering

The thesis consists of an introduction and six publications.


Short abstract in Finnish is available as well. Now, the corresponding summary is in English, too.


Introduction available in postscript (gzipped, 189 kB) and now also in html thanks to the latex2html.
The abstract, the preface, the table of contents, the list of publications, the references and the summary of publications are all included into the introduction part.


Opening speech in Finnish

Mikko Kurimo <>
Last modified: Fri Feb 20 11:27:21 1998