A mathematical analysis on the distribution-preserving property of Self-Organizing Map (SOM)

Self-organizing maps (SOM) are among the more popular neural network models first studied by Teuvo Kohonen in the early 1980's. In this model, learning is unsupervised and the units organize themselves in a way that reflects the inter-relationships of the inputs they represent. Kohonen proposed...

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Bibliographic Details
Main Author: Llorin, Jason D.
Format: text
Language:English
Published: Animo Repository 1998
Subjects:
Online Access:https://animorepository.dlsu.edu.ph/etd_masteral/1860
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Institution: De La Salle University
Language: English