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Modelling interaction in multi-modal affordance processing with neural dynamics
University of Skövde, School of Humanities and Informatics. University of Skövde, The Informatics Research Centre.
University of Skövde, School of Humanities and Informatics. University of Skövde, The Informatics Research Centre.ORCID iD: 0000-0003-1177-4119
2012 (English)In: From Animals to Animats 12: 12th International Conference on Simulation of Adaptive Behavior, SAB 2012, Odense, Denmark, August 27-30, 2012. Proceedings / [ed] Tom Ziemke; Christian Balkenius; John Hallam, Berlin, Heidelberg: Springer Berlin/Heidelberg, 2012, p. 75-84Conference paper, Published paper (Refereed)
Abstract [en]

Behavioral studies on the activation of affordances by understanding observation and action sentences on graspable objects show a direct relationship between the canonical orientation of graspable objects, their dimension and the kind of grip required by those objects to be grasped. The present work introduces the concepts of Dynamic Field Theory for modeling the results observed in the behavioral studies previously mentioned. The model was not only able to replicate qualitatively similar results regarding reaction times, but also the identification of same versus different object and the distinction between observable versus action sentences. The model shows the potential of dynamic field theory for the design and implementation of brain inspired cognitive systems. © 2012 Springer-Verlag.

Place, publisher, year, edition, pages
Berlin, Heidelberg: Springer Berlin/Heidelberg, 2012. p. 75-84
Series
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, E-ISSN 1611-3349 ; 7426 LNAI
Keywords [en]
affordances, Dynamic Field Theory, modelling, Neural dynamics
National Category
Computer and Information Sciences
Research subject
Technology
Identifiers
URN: urn:nbn:se:his:diva-7040DOI: 10.1007/978-3-642-33093-3_8Scopus ID: 2-s2.0-84866023831ISBN: 978-3-642-33092-6 (print)ISBN: 978-3-642-33093-3 (electronic)OAI: oai:DiVA.org:his-7040DiVA, id: diva2:600205
Conference
12th International Conference on Simulation of Adaptive Behavior, SAB 2012; Odense; 27 August 2012 through 30 August 2012
Available from: 2013-01-23 Created: 2013-01-23 Last updated: 2023-01-04Bibliographically approved

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Durán, BorisThill, Serge

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  • apa
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