Title :
SOTA-a visualisation tool for ART neural networks
Author :
Bartfai, Gusztim ; Elliffe, Martin ; Wood, Peter
Author_Institution :
Dept. of Comput. Sci., Victoria Univ., Wellington, New Zealand
Abstract :
The authors introduce the prototype of a visualization tool (SOTA) for adaptive resonance theory (ART) neural networks. The tool is designed to provide novel views that help users understand the dynamic processes inherently present in ART networks, as a result of the interaction between the two layers and subsystems of ART. Two such views, circle diagrams and relative diagrams, are discussed in detail. Examples are also given showing some features of these views and SOTA itself
Keywords :
data visualisation; diagrams; graphical user interfaces; neural nets; ART neural networks; SOTA; adaptive resonance theory neural networks; circle diagrams; dynamic processes; graphical user interface; relative diagrams; visualisation tool; visualization tool prototype; Artificial neural networks; Computer science; Learning systems; Neural networks; Neurons; Prototypes; Resonance; Standards development; Subspace constraints; Visualization;
Conference_Titel :
Artificial Neural Networks and Expert Systems, 1993. Proceedings., First New Zealand International Two-Stream Conference on
Conference_Location :
Dunedin
Print_ISBN :
0-8186-4260-2
DOI :
10.1109/ANNES.1993.323091
