Teuvo Kohonen

Known as: Teuvo 
Teuvo Kohonen (born July 11, 1934) is a prominent Finnish academician (Dr. Eng.) and researcher. He is currently professor emeritus of the Academy of… (More)
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Topic mentions per year

Topic mentions per year

1972-2018
020406019722018

Papers overview

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Highly Cited
2007
Highly Cited
2007
Learning vector quantization (LVQ) schemes constitute intuitive, powerful classification heuristics with numerous successful… (More)
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Highly Cited
2005
Highly Cited
2005
A novel multilevel hierarchical Kohonen Net (K-Map) for an intrusion detection system is presented. Each level of the… (More)
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Highly Cited
2001
Highly Cited
2001
We present a Self-Organizing Kohonen Neural Network for quantizing colour graphics images. The network is compared with existing… (More)
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Highly Cited
1999
Highly Cited
1999
Mobile information appliances are increasingly used in numerous different situations and locations, setting new requirements to… (More)
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Highly Cited
1995
Highly Cited
1995
We propose a new learning method, "Generalized Learning Vector Quantization (GLVQ)," in which reference vectors are updated based… (More)
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Highly Cited
1994
Highly Cited
1994
 
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Highly Cited
1992
Highly Cited
1992
Internal models of the environment have an important role to play in adaptive systems in general and are of particular importance… (More)
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Highly Cited
1990
Highly Cited
1990
A recent article (Stanton and Sejnowski 1989) on long-term synaptic depression in the hippocampus has reopened the issue of the… (More)
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Highly Cited
1988
Highly Cited
1988
  • D. DeSieno
  • IEEE 1988 International Conference on Neural…
  • 1988
There are a number of neural networks that self-organize on the basis of what has come to be known as Kohonen learning. The… (More)
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Highly Cited
1972
Highly Cited
1972
A new model for associative memory, based on a correlation matrix, is suggested. In this model information is accumulated on… (More)
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