(New page: == Modeling and Visualization of Hyperbolic SOM model == <small>(Bachelor thesis specification, back to list of all topics)</small> [[Pavol Vanco|Pavol Van...)
 
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== Modeling and Visualization of Hyperbolic SOM model ==
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== Modeling and Visualization of Generative Topographic Map ==
  
 
<small>(Bachelor thesis specification, [[Topics for Bachelor Theses|back to list of all topics]])</small>
 
<small>(Bachelor thesis specification, [[Topics for Bachelor Theses|back to list of all topics]])</small>
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[[Pavol Vanco|Pavol Vančo]]
 
[[Pavol Vanco|Pavol Vančo]]
  
''Hyperbolic SOM is a type of self-organizing map with changed lattice structure. Hyperbolic lattice is used for better organization of inputs.''
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'' GTM (Generative Topographic Map) is a special type of neural map for which data are generated instead of computed. These maps are used for various types of recognition.''
  
 
'''Literature:'''     
 
'''Literature:'''     

Verzia zo dňa a času 00:24, 29. október 2008

Modeling and Visualization of Generative Topographic Map

(Bachelor thesis specification, back to list of all topics)

Pavol Vančo

GTM (Generative Topographic Map) is a special type of neural map for which data are generated instead of computed. These maps are used for various types of recognition.

Literature:

  • Haykin - Neural Networks

Requirements: any programming language, Neural Networks