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.
Original language | English |
---|---|
Title of host publication | Artificial General Intelligence |
Subtitle of host publication | 16th International Conference, AGI 2023, Stockholm, Sweden, June 16–19, 2023, Proceedings |
Editors | Patrick Hammer, Marjan Alirezaie , Claes Strannegård |
Place of Publication | Cham |
Publisher | Springer |
Pages | 11-20 |
Number of pages | 10 |
Volume | 13921 |
ISBN (Electronic) | 978-3-031-33469-6 |
ISBN (Print) | 978-3-031-33468-9 |
DOIs | |
Publication status | Published - 2023 |
Publication series
Name | Lecture Notes in Computer Science |
---|---|
ISSN (Print) | 0302-9743 |
ISSN (Electronic) | 1611-3349 |
Name | Lecture Notes in Artificial Intelligence |
---|---|
Volume | 13921 |
ISSN (Print) | 2945-9141 |
ISSN (Electronic) | 2945-9133 |
Subject classification (UKÄ)
- Computer Science
- Other Computer and Information Science
- Interaction Technologies
- Information Systems, Social aspects
Fingerprint
Dive into the research topics of 'Elements of cognition for general intelligence'. Together they form a unique fingerprint.Equipment
-
Lund University Cognitive Robotics Lab
Johansson, B. (Manager) & Balkenius, C. (Manager)
Cognitive ScienceInfrastructure