T
Teuvo Kohonen
Researcher at Helsinki University of Technology
Publications - 151
Citations - 39278
Teuvo Kohonen is an academic researcher from Helsinki University of Technology. The author has contributed to research in topics: Self-organizing map & Artificial neural network. The author has an hindex of 61, co-authored 151 publications receiving 37837 citations. Previous affiliations of Teuvo Kohonen include Aalto University.
Papers
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Journal ArticleDOI
The 'neural' phonetic typewriter
TL;DR: A speaker-adaptive system that transcribes dictation using an unlimited vocabulary is presented that is based on a neural network processor for the recognition of phonetic units of speech.
Journal ArticleDOI
Self-organizing semantic maps
Helge Ritter,Teuvo Kohonen +1 more
TL;DR: Self-organized formation of topographic maps for abstract data, such as words, is demonstrated and it is argued that a similar process may be at work in the brain.
SOM_PAK: The Self-Organizing Map Program Package
TL;DR: The SOM PAK program package contains all programs necessary for the correct application of the Self-Organizing Map algorithm in the visualization of complex experimental data.
Book
Associative Memory: A System-Theoretical Approach
TL;DR: This associative memory a system theoretical approach is well known book in the world, of course many people will try to own it and this is it the book that you can receive directly after purchasing.
Journal ArticleDOI
WEBSOM - Self-Organizing Maps of Document Collections
TL;DR: Special consideration is given to the computation of very large document maps which is possible with general-purpose computers if the dimensionality of the word category histograms is first reduced with a random mapping method and if computationally efficient algorithms are used in computing the SOMs.