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- W1885467046 abstract "In order to create spatially ordered and organized representations of input occurrences in a neural network, the most essential principle seems to be to confine the learning corrections to subsets of network units that lie in the topological neighborhood of the best-matching unit. There seems to exist an indefinite number of ways to define the matching of an input occurrence with the internal representations, and even the neighborhood of a unit can be defined in many ways. It is neither necessary to define the corrections as gradient steps in the parameter space: improvements in matching may be achieved by batch computation or evolutionary changes. Consequently, all such cases will henceforth be regarded to belong to the broader category of the Self-Organizing Map (SOM) algorithms. This category may also be thought to contain both supervised and unsupervised learning methods." @default.
- W1885467046 created "2016-06-24" @default.
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- W1885467046 date "2001-01-01" @default.
- W1885467046 modified "2023-10-01" @default.
- W1885467046 title "Variants of SOM" @default.
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- W1885467046 doi "https://doi.org/10.1007/978-3-642-56927-2_5" @default.
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