How do we think : Modeling Interactions of Perception and Memory
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.
| 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 |