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

fYear

1993

fDate

24-26 Nov 1993

Firstpage

19

Lastpage

22

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;

fLanguage

English

Publisher

ieee

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

Type

conf

DOI

10.1109/ANNES.1993.323091

Filename

323091