Title :
Decision making guided by emotion
Author :
Béroule, Dominique G. ; Gisquet-Verrier, Pascale
Author_Institution :
Lab. d´´Inf. et de Mec. pour les Sci. de l´´Ing., Orsay, France
Abstract :
A computational architecture is presented, in which “swift and fuzzy” emotional channels guide a “slow and precise” decision-making channel. Reported neurobiological studies first provide hints on the representation of both emotional and cognitive dimensions across brain structures, mediated by the neuromodulation system. The related model is based on Guided Propagation Networks, the inner flows of which can be guided through modulation. A key-channel of this model grows from a few emotional cues, and is aimed at anticipating the consequences of on-going possible actions. Current experimental results of a computer simulation show the integrated contribution of several emotional influences, as well as issues of accidental all-out emotions.
Keywords :
behavioural sciences computing; biology computing; brain; decision making; neural nets; brain structures; computational architecture; decision-making channel; fuzzy emotional channel; guided propagation networks; neurobiological studies; neuromodulation system; swift emotional channel; Brain modeling; Computer architecture; Decision making; Modulation; Spirals; Tin; Guided Propagation Network; coincidence detection; conditioning; emotional valence; neuromodulation; retrieval cues;
Conference_Titel :
Neural Networks (IJCNN), The 2012 International Joint Conference on
Conference_Location :
Brisbane, QLD
Print_ISBN :
978-1-4673-1488-6
Electronic_ISBN :
2161-4393
DOI :
10.1109/IJCNN.2012.6252412