Elements of cognition for general intelligence

Balkenius, ChristianLund University,Lunds universitet,Kognitiv modellering,Forskargrupper vid Lunds universitet,Kognitionsvetenskap,Filosofiska institutionen,Institutioner,Humanistiska och teologiska fakulteterna,LU profilområde: Naturlig och artificiell kognition,Lunds universitets profilområden,Cognitive modeling,Lund University Research Groups,Cognitive Science,Department of Philosophy,Departments,Joint Faculties of Humanities and Theology,LU Profile Area: Natural and Artificial Cognition,Lund University Profile areas (author)

What can artificial intelligence learn from the cognitive sciences? We review some fundamental aspects of how human cognition works and relate it to different brain structures and their function. A central theme is that cognition is very different from how it is envisioned in classical artificial intelligence which offers a novel path toward intelligent systems that in many ways is both simpler and more attainable. We also argue that artificial intelligent systems takes more than a single silver bullet. It requires a large number of interacting subsystem that are coupled to both the body and to the environment. We argue for an approach to artificial general intelligence based on a faithful reproduction of known brain processes in a system-level model that incorporates a large number of components modelled after the human brain.

Johansson, BirgerLund University,Lunds universitet,Kognitiv modellering,Forskargrupper vid Lunds universitet,Kognitionsvetenskap,Filosofiska institutionen,Institutioner,Humanistiska och teologiska fakulteterna,LU profilområde: Naturlig och artificiell kognition,Lunds universitets profilområden,Cognitive modeling,Lund University Research Groups,Cognitive Science,Department of Philosophy,Departments,Joint Faculties of Humanities and Theology,LU Profile Area: Natural and Artificial Cognition,Lund University Profile areas(Swepub:lu)lucs-bjo (author)
Tjøstheim, Trond A.Lund University,Lunds universitet,Kognitiv modellering,Forskargrupper vid Lunds universitet,Kognitionsvetenskap,Filosofiska institutionen,Institutioner,Humanistiska och teologiska fakulteterna,LU profilområde: Naturlig och artificiell kognition,Lunds universitets profilområden,Cognitive modeling,Lund University Research Groups,Cognitive Science,Department of Philosophy,Departments,Joint Faculties of Humanities and Theology,LU Profile Area: Natural and Artificial Cognition,Lund University Profile areas(Swepub:lu)tr1445tj (author)
Hammer, Patrick (editor)
Alirezaie, Marjan (editor)
Strannegård, Claes (editor)
Kognitiv modelleringForskargrupper vid Lunds universitet (creator_code:org_t)

In:Artificial General Intelligence : 16th International Conference, AGI 2023, Stockholm, Sweden, June 16–19, 2023, Proceedings - 16th International Conference, AGI 2023, Stockholm, Sweden, June 16–19, 2023, Proceedings13921, s. 11-201611-33492945-91330302-97432945-914197830313346899783031334696

By the author/editor: Balkenius, Chris ...; Johansson, Birge ...; Tjøstheim, Trond ...; Hammer, Patrick; Alirezaie, Marja ...; Strannegård, Cla ...

About the subject

NATURAL SCIENCES: NATURAL SCIENCES; and Computer and Inf ...; and Computer Science ...

NATURAL SCIENCES: NATURAL SCIENCES; and Computer and Inf ...; and Other Computer a ...

ENGINEERING AND TECHNOLOGY: ENGINEERING AND ...; and Other Engineerin ...; and Interaction Tech ...

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