School of Computing

An investigation of the myopia for future consequences theory of VMF patient behaviour on the Iowa Gambling Task: An abstract neural network simulation

Kiran Kalidindi, Howard Bowman, and Brad Wyble

In Angelo Cangelosi, Guido Bugmann, and Roman Borisyuk, editors, Progress in Neural Processing, volume 9, pages 182-196. World Scientific, 2005.

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.

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Bibtex Record

@inproceedings{2044,
author = {Kiran Kalidindi and Howard Bowman and Brad Wyble},
title = {{An investigation of the myopia for future consequences theory of VMF patient behaviour on the Iowa Gambling Task: An abstract neural network simulation}},
month = {unknown},
year = {2005},
pages = {182-196},
keywords = {determinacy analysis, Craig interpolants},
note = {},
doi = {},
url = {http://www.cs.kent.ac.uk/pubs/2005/2044},
    publication_type = {inproceedings},
    submission_id = {1477_1107524536},
    editor = {Angelo Cangelosi and Guido Bugmann and Roman Borisyuk},
    volume = {9},
    publisher = {World Scientific},
    refereed = {yes},
    booktitle = {Progress in Neural Processing},
}

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