Construct · 1 fields · 1 citations

self-organizing map: a standalone construct

One name. One construct. A landmark on the map.

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Machine learning

an unsupervised neural network that maps high-dimensional inputs onto a low-dimensional grid while keeping neighborhood relations.

In machine learning, self-organizing map refers to an unsupervised neural network that maps high-dimensional inputs onto a low-dimensional grid while keeping neighborhood relations. This meaning comes from Kohonen (1982) in Biological Cybernetics.[1]

Unit
Recovery means
Measured by

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Nearby constructs

grid4 fields · 4 citationsjingle · one word, four constructs learning6 fields · 14 citationsjingle · one name, six constructs network4 fields · 6 citationsjingle · one word, four constructs

References

Kohonen, T. (1982). Self-organized formation of topologically correct feature maps. Biological Cybernetics, 43(1), 59-69. https://doi.org/10.1007/bf00337288

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