A Binding Procedure for Distributed Binary Data Representations

A Binding Procedure for Distributed Binary Data Representations

Problems (inherent in compound hierarchical representations) of preserving information on the structure of coded data and methods of solving them by binding of information substructures are discussed. A type of distributed representations is considered in which data are coded by multidimensional bin...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Cybernetics and systems analysis 2005-05, Vol.41 (3), p.319-331
Hauptverfasser: Rachkovskii, D A, Slipchenko, S V, Kussul', E M, Baidyk, T N
Format: Artikel
Sprache:eng
Schlagworte:
Algorithms
Binary system
Codes
Coding standards
Data analysis
Mathematical models
Neural networks
Systems analysis
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:Problems (inherent in compound hierarchical representations) of preserving information on the structure of coded data and methods of solving them by binding of information substructures are discussed. A type of distributed representations is considered in which data are coded by multidimensional binary sparse vectors. The constraints imposed on a binding procedure are formulated and its implementation is provided. Some examples of representation of structured data are considered. [PUBLICATION ABSTRACT]
ISSN:1060-0396
1573-8337
DOI:10.1007/s10559-005-0066-z