Improving the reliability of model-based decision-making estimates in the two-stage decision task with reaction-times and drift-diffusion modeling

A well-established notion in cognitive neuroscience proposes that multiple brain systems contribute to choice behaviour. These include: (1) a model-free system that uses values cached from the outcome history of alternative actions, and (2) a model-based system that considers action outcomes and the...

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Veröffentlicht in:	PLoS computational biology 2019-02, Vol.15 (2), p.e1006803-e1006803
Hauptverfasser:	Shahar, Nitzan, Hauser, Tobias U, Moutoussis, Michael, Moran, Rani, Keramati, Mehdi, Dolan, Raymond J
Format:	Artikel
Sprache:	eng
Schlagworte:	Adolescent Adult Aging Animals Biology and Life Sciences Brain Cognitive ability Cognitive neuroscience Computational Biology - methods Computational Biology - standards Computational neuroscience Computer and Information Sciences Decision making Decision Making - physiology Diffusion Diffusion models Drift Expected values Female Free trade Future predictions Humans International trade Male Management science Mathematical models Medical imaging Mental task performance Methods Model-based systems Models, Psychological Models, Statistical Nervous system Neurosciences Parameters Physical Sciences Psychiatry Reaction Time - physiology Reliability Reproducibility of Results Research and Analysis Methods Social Sciences Stability Studies Task analysis University colleges Young Adult
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