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A Framework and Architecture for a Cognitive Manager Based on a Computational Model of Human Emotional Learning
Halmstad University, School of Information Technology, Halmstad Embedded and Intelligent Systems Research (EIS), Centre for Research on Embedded Systems (CERES).
Halmstad University, School of Information Technology, Halmstad Embedded and Intelligent Systems Research (EIS), Centre for Research on Embedded Systems (CERES).
2013 (English)In: Proceedings of SDR-WInnComm-Europe 2013: Wireless Innovation European Conference on Wireless Communications Technologies and Software Defined Radio / [ed] Lee Pucker, Kuan Collins & Stephanie Hamill, 2013, 64-72 p.Conference paper, Published paper (Refereed)
Abstract [en]

In this paper we propose an architecture for a cognitive engine that is based on the emotional learning cycle instead of the traditional cognitive cycle. The cognitive cycle that traditionally has been used as reference for cognitive radio is on the basis of the Unified Theories of Cognition (UTC) to model rational decision making in humans. UTC represents a rational goal-oriented decision-action made by an intelligent agent. However, the emotional cycle represents an emotional reaction-oriented cycle instead. These two models differ in function and structure of learning, decision making and optimization. In this work the structure of these two learning cycles are compared and a computational model for artificial emotional learning based engine is suggested.

Place, publisher, year, edition, pages
2013. 64-72 p.
National Category
Communication Systems
Identifiers
URN: urn:nbn:se:hh:diva-30784OAI: oai:DiVA.org:hh-30784DiVA: diva2:921888
Conference
The Wireless Innovation Forum Europe Conference on Communications Technologies and Software Defined Radio, (SDR-WInnComm-Europe 2013), Munich, Germany, 11-13 June, 2013
Available from: 2016-04-21 Created: 2016-04-21 Last updated: 2016-04-21Bibliographically approved

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fulltext(979 kB)65 downloads
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Type fulltextMimetype application/pdf

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CiteExportLink to record
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Citation style
  • apa
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