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Flexible sequence learning in a SOM model of the mirror system
Högskolan i Skövde, Institutionen för kommunikation och information. Högskolan i Skövde, Forskningscentrum för Informationsteknologi. (Interaction Lab)ORCID-id: 0000-0003-1177-4119
Institut für Kognitionswissenschaft, Neurokybernetik, University of Osnabrück, Osnabrück, Germany.
Högskolan i Skövde, Institutionen för kommunikation och information. Högskolan i Skövde, Forskningscentrum för Informationsteknologi. (Interaction Lab)ORCID-id: 0000-0001-6883-2450
2012 (engelsk)Inngår i: Building Bridges Across Cognitive Sciences Around the World: Proceedings of the 34th Annual Meeting of the Cognitive Science Society, Sapporo, Japan, August 1-4, 2012 / [ed] Naomi Miyake, David Peebles & Richard P. Cooper, Austin, TX: Cognitive Science Society, Inc., 2012, s. 2423-2428Konferansepaper, Publicerat paper (Fagfellevurdert)
Abstract [en]

We present initial work on a biologically and cognitively inspired model that may allow embodied agents to autonomously learn sequences of action primitives (forming an overall behaviour). Specifically, we combine a flexible model of sequence generation with a model  of parietal mirror neuron activity. The main  purpose is to illustrate that the approach is viable. Although further work is needed to improve the results sketched out here, the concept is sound and relevant both to efforts in modelling mirror neuron activity and enabling artificial embodied agents to autonomously learn sequences of action primitives.

sted, utgiver, år, opplag, sider
Austin, TX: Cognitive Science Society, Inc., 2012. s. 2423-2428
Emneord [en]
Behavioural sequence learning, Ordinal node model, Self-organising maps, Mirror neurons
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URN: urn:nbn:se:his:diva-6596ISBN: 978-0-9768318-8-4 OAI: oai:DiVA.org:his-6596DiVA, id: diva2:564119
Konferanse
34th Annual Meeting of the Cognitive Science Society, Sapporo, Japan, August 1-4, 2012
Tilgjengelig fra: 2012-11-01 Laget: 2012-11-01 Sist oppdatert: 2018-01-12bibliografisk kontrollert

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Totalt: 233 treff
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