New self-organizing algorithms for topological maps

Self-organizing Maps (SOM) were developed by Kohonen in late 1980's in response to the growing amount of large data sets required to represent a problem for thorough analysis with standard tools and techniques. SOMs are widely used in many applications including machine vision and image analysi...

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Bibliographic Details
Main Author: Xu, Pengfei
Other Authors: Chang Chip Hong
Format: Thesis
Language:English
Published: 2010
Subjects:
Online Access:https://hdl.handle.net/10356/20865