Kalidindi, Kiran and Bowman, Howard and Wyble, Bradley (2005) An investigation of the myopia for future consequences theory of VMF patient behaviour on the Iowa Gambling Task: An abstract neural network simulation. In: Cangelosi, Angelo and Bugmann, Guido and Borisyuk, Roman, eds. Modeling Language, Cognition And Action - Proceedings Of The Ninth Neural Computation And Psychology Workshop. Progress in Neural Processing . World Scientific Publishing, pp. 331-335. ISBN 981-256-324-5. (doi:10.1142/9789812701886_0034) (KAR id:14222)
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Official URL: https://doi.org/10.1142/9789812701886_0034 |
Abstract
Somatic marker theory proposes that body states act as a valence associated with potential choices based on prior outcomes; and thus aid decision-making. The main supporting evidence for this theory arose from clinical interviews of subjects with ventromedial prefrontal cortex (VMF) lesions and their performance on the Iowa Gambling Task (IGT). VMF patient behaviour has been described as myopia about future consequences. The aim of this paper is to investigate the implications of this description using an abstract simulation of the neural mechanisms that could underlie decision-making in this type of reinforcement learning task.
Item Type: | Book section |
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DOI/Identification number: | 10.1142/9789812701886_0034 |
Uncontrolled keywords: | neural networks, ventromedial prefrontal cortex, cognitive science, iowa gambling task, somatic-maker theory |
Subjects: | Q Science > QA Mathematics (inc Computing science) > QA 76 Software, computer programming, |
Divisions: | Divisions > Division of Computing, Engineering and Mathematical Sciences > School of Computing |
Depositing User: | Mark Wheadon |
Date Deposited: | 24 Nov 2008 18:02 UTC |
Last Modified: | 05 Nov 2024 09:48 UTC |
Resource URI: | https://kar.kent.ac.uk/id/eprint/14222 (The current URI for this page, for reference purposes) |
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