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How do we think : Modeling Interactions of Perception and Memory

Tangian, Andranik S.

Abstract:

A model of artificial perception based on self-organizing data into hierarchical structures is generalized to abstract thinking. This approach is illustrated using a two-level perception model, which is justified theoretically and tested empirically. The model can be extended to an arbitrary number of levels, with abstract concepts being understood as patterns of stable relationships between data aggregates of high representation levels.


Volltext §
DOI: 10.5445/IR/1000133287
Veröffentlicht am 27.05.2021
Cover der Publikation
Zugehörige Institution(en) am KIT Institut für Volkswirtschaftslehre (ECON)
Publikationstyp Forschungsbericht/Preprint
Publikationsjahr 2021
Sprache Englisch
Identifikator ISSN: 2194-1629
KITopen-ID: 1000133287
Verlag Karlsruher Institut für Technologie (KIT)
Umfang VI, 34 S.
Serie KIT Scientific Working Papers ; 166
Schlagwörter perception, memory, cognition, abstract thinking, data representation, pattern recognition
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