Szczegóły publikacji
Opis bibliograficzny
Human-like knowledge engineering, generalization, and creativity in artificial neural associative systems / Adrian HORZYK // W: Knowledge, information and creativity support systems: recent trends, advances and solutions : selected papers from KICSS'2013 - 8th international conference on Knowledge, Information, and Creativity Support Systems, November 7-9, 2013, Kraków, Poland / eds. Andrzej M. J. Skulimowski, Janusz Kacprzyk. — Switzerland : Springer International Publishing, 2016. — (Advances in Intelligent Systems and Computing ; ISSN 2194-5357 ; vol. 364). — ISBN: 978-3-319-19089-1; e-ISBN: 978-3-319-19090-7. — S. 39–51. — Bibliogr. s. 50–51, Abstr.
Autor
Słowa kluczowe
Dane bibliometryczne
| ID BaDAP | 96484 |
|---|---|
| Data dodania do BaDAP | 2016-03-07 |
| DOI | 10.1007/978-3-319-19090-7_4 |
| Rok publikacji | 2016 |
| Typ publikacji | materiały konferencyjne (aut.) |
| Otwarty dostęp |  |
| Konferencja | 8th international conference on Knowledge, Information and Creativity Support Systems |
| Czasopismo/seria | Advances in Intelligent Systems and Computing |
Abstract
This paper presents new approaches to form knowledge and achieve generalization and creativity in a human-like way using artificial associations in artificial neural associative systems. We can assume that knowledge is automatically formed in a human brain that is able to associate many objects, facts, rules, needs, and emotions. The brain structure is very specific and does not reflect architectures of today’s computers. This paper describes a neuronal structure that is able to represent various data combinations and their sequences in an aggregated form, which allows to recall consolidated facts and rules by triggering various neuron combinations. New combinations of initially triggered neurons recall even new facts and rules as a result of high-level generalization that can be treated as creative behavior. This paper provides the description of artificial neural associative systems that enable to create knowledge in a human-like associative way and to trigger artificial associations.
