Title :
Modelling Dynamics of Cognitive Control in Action Formation with Intention, Attention, and Awareness
Author :
Thilakarathne, Dilhan J.
Author_Institution :
Dept. of Comput. Sci., VU Univ. Amsterdam, Amsterdam, Netherlands
Abstract :
Human action formation primarily concerns automatic brain processes that are responsive to a salient stimulus. Nevertheless, the importance of studying the control of these actions to obtain more flexible and self-regulated behaviours under the intervention of top-down related processes has been noted. In this paper a top-down guided action formation based on automatic pathways with the cognitive states intention, attention, and awareness has been modelled. By simulations the validity of the model has been explored. This model will be used in scrutinizing the interplay among conscious and unconscious processes in clinical disorders, as a workbench for cognitive scientists, and in agent-based applications for healthy lifestyle, and complex systems that involve human cognition.
Keywords :
cognition; modelling; multi-agent systems; action control; agent-based applications; automatic brain processes; automatic pathways; clinical disorders; cognitive control; cognitive states attention; cognitive states awareness; cognitive states intention; dynamics modelling; flexible behaviours; healthy lifestyle; human action formation; human cognition; salient stimulus; self-regulated behaviours; top-down guided action formation; unconscious processes; Brain modeling; Computational modeling; Context; Integrated circuit modeling; Predictive models; Process control; Variable speed drives; attention; awareness; cognitive control; computational modeling; intention; top-down;
Conference_Titel :
Web Intelligence (WI) and Intelligent Agent Technologies (IAT), 2014 IEEE/WIC/ACM International Joint Conferences on
Conference_Location :
Warsaw
DOI :
10.1109/WI-IAT.2014.168