Lane, Peter C.R., Gobet, Fernand 
ORCID: 0000-0002-9317-6886 and Smith, Richard Ll
(2009)
Attention mechanisms in the CHREST cognitive architecture.
In: Paletta, Lucas and Tsotsos, John, (eds.)
Attention in Cognitive Systems: International Workshop on Attention in Cognitive Systems, WAPCV 2008 Fira, Santorini, Greece, May 12, 2008, Revised Selected Papers.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics),5395 L.
Springer Berlin / Heidelberg, GRC, 183 - 196.
ISBN 9783642005817
Abstract
In this paper, we describe the attention mechanisms in CHREST, a computational architecture of human visual expertise. CHREST organises information acquired by direct experience from the world in the form of chunks. These chunks are searched for, and verified, by a unique set of heuristics, comprising the attention mechanism. We explain how the attention mechanism combines bottom-up and top-down heuristics from internal and external sources of information. We describe some experimental evidence demonstrating the correspondence of CHREST's perceptual mechanisms with those of human subjects. Finally, we discuss how visual attention can play an important role in actions carried out by human experts in domains such as chess.
| Item Type: | Book Section |
|---|---|
| Official URL: | https://www.springer.com/gp/book/9783642005817?wt_... |
| Additional Information: | © 2009 Springer-Verlag Berlin Heidelberg |
| Divisions: | CPNSS |
| Subjects: | B Philosophy. Psychology. Religion > BF Psychology Q Science > QA Mathematics > QA75 Electronic computers. Computer science |
| Date Deposited: | 10 Dec 2019 15:45 |
| Last Modified: | 20 Dec 2024 00:18 |
| URI: | http://eprints.lse.ac.uk/id/eprint/102872 |
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