Elements of cognition for general intelligence
Balkenius, Christian LU
; Johansson, Birger
LU
and Tjøstheim, Trond A.
LU
(2023)
In Lecture Notes in Computer Science
13921.
p.11-20
- Abstract
- 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... (More)
- 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. (Less)
Please use this url to cite or link to this publication:
https://lup.lub.lu.se/record/5a9232ba-44e7-4a8d-8a1d-936aca60d650
- author
- Balkenius, Christian
LU
; Johansson, Birger
LU
and Tjøstheim, Trond A.
LU
- organization
- publishing date
- 2023
- type
- Chapter in Book/Report/Conference proceeding
- publication status
- published
- subject
- host publication
- 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, Proceedings
- series title
- Lecture Notes in Computer Science
- editor
- Hammer, Patrick ; Alirezaie, Marjan and Strannegård, Claes
- volume
- 13921
- pages
- 10 pages
- publisher
- Springer
- external identifiers
-
- scopus:85163321229
- ISSN
- 0302-9743
- 2945-9141
- 1611-3349
- 2945-9133
- ISBN
- 978-3-031-33468-9
- 978-3-031-33469-6
- DOI
- 10.1007/978-3-031-33469-6_2
- language
- English
- LU publication?
- yes
- id
- 5a9232ba-44e7-4a8d-8a1d-936aca60d650
- alternative location
- https://rdcu.be/dcUVX
- date added to LUP
- 2023-05-24 21:16:22
- date last changed
- 2024-09-21 16:47:19
@inproceedings{5a9232ba-44e7-4a8d-8a1d-936aca60d650,
abstract = {{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.}},
author = {{Balkenius, Christian and Johansson, Birger and Tjøstheim, Trond A.}},
booktitle = {{Artificial General Intelligence : 16th International Conference, AGI 2023, Stockholm, Sweden, June 16–19, 2023, Proceedings}},
editor = {{Hammer, Patrick and Alirezaie, Marjan and Strannegård, Claes}},
isbn = {{978-3-031-33468-9}},
issn = {{0302-9743}},
language = {{eng}},
pages = {{11--20}},
publisher = {{Springer}},
series = {{Lecture Notes in Computer Science}},
title = {{Elements of cognition for general intelligence}},
url = {{http://dx.doi.org/10.1007/978-3-031-33469-6_2}},
doi = {{10.1007/978-3-031-33469-6_2}},
volume = {{13921}},
year = {{2023}},
}