AIMC Topic: Delay Discounting

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Comparing likelihood-based and likelihood-free approaches to fitting and comparing models of intertemporal choice.

Behavior research methods Aug 11, 2025
Machine learning methods have recently begun to be used for fitting and comparing cognitive models, yet they have mainly focused on methods for dealing with models that lack tractable likelihoods. Evaluating how these approaches compare to traditiona...
Humans Neural Networks, Computer Machine Learning Bayes Theorem Likelihood Functions Choice Behavior Delay Discounting
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A comparison of fMRI and behavioral models for predicting inter-temporal choices.

NeuroImage Feb 18, 2020
In an inter-temporal choice (IteCh) task, subjects are offered a smaller amount of money immediately or a larger amount at a later time point. Here, we are using trial-by-trial fMRI data from 363 recording sessions and machine learning in an attempt ...
Humans Female Male Functional Neuroimaging Adolescent Models, Theoretical Support Vector Machine Follow-Up Studies Magnetic Resonance Imaging Psychomotor Performance Gray Matter Models, Psychological Adolescent Development Delay Discounting
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