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
Self-organized formation of topologically correct feature maps
TL;DR: In this paper, the authors describe a self-organizing system in which the signal representations are automatically mapped onto a set of output responses in such a way that the responses acquire the same topological order as that of the primary events.
Book
Self Organization And Associative Memory
TL;DR: The purpose and nature of Biological Memory, as well as some of the aspects of Memory Aspects, are explained.
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An introduction to neural computing
TL;DR: A brief survey of the motivations, fundamentals, and applications of artificial neural networks, as well as some detailed analytical expressions for their theory.
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Essentials of the self-organizing map
TL;DR: The self-organizing map (SOM) is an automatic data-analysis method widely applied to clustering problems and data exploration in industry, finance, natural sciences, and linguistics and can be found in the management of massive textual databases and in bioinformatics.