What is recorded here?
Presented a self-organizing process whose local interactions form ordered feature maps that preserve topological relations in the input, with mathematical analysis and computer simulations.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
The record is Kohonen's sole-author 1982 paper and the model and simulations reported there. It is not biological proof, a claim that every later self-organizing map is identical, or a replacement for related competitive-learning antecedents.
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People and systems
Teuvo Kohonen
The named authors contributed to this scoped work; individual effort shares and later applications are not assigned by the byline.
Research locations and affiliations
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Documented countries / regions: Finland
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English catalogue narrative
Kohonen: self-organized formation of topologically correct feature maps
Presented a self-organizing process whose local interactions form ordered feature maps that preserve topological relations in the input, with mathematical analysis and computer simulations.
Scientific scope
The record is Kohonen's sole-author 1982 paper and the model and simulations reported there. It is not biological proof, a claim that every later self-organizing map is identical, or a replacement for related competitive-learning antecedents.
Reading status
This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.
People and systems
Teuvo Kohonen
The named authors contributed to this scoped work; individual effort shares and later applications are not assigned by the byline.