The neural correlates of reward-related trial-and-error learning: An fMRI study with a probabilistic learning task
Author(s) -
Kathrin Koch,
Claudia Schachtzabel,
Gerd Wagner,
Jürgen R. Reichenbach,
Heinrich Sauer,
Ralf Schlösser
Publication year - 2008
Publication title -
learning and memory
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.228
H-Index - 136
eISSN - 1549-5485
pISSN - 1072-0502
DOI - 10.1101/lm.1106408
Subject(s) - psychology , task (project management) , neural correlates of consciousness , cognitive psychology , probabilistic logic , functional magnetic resonance imaging , artificial neural network , machine learning , artificial intelligence , cognition , computer science , neuroscience , management , economics
This fMRI study investigated the neural correlates of reward-related trial-and-error learning in association with changing degrees of stimulus–outcome predictabilities. We found that decreasing predictability was associated with increasing activation in a frontoparietal network. Only maximum predictability was associated with signal decreases across the learning process. The receipt of monetary reward revealed activation in the striatum and associated frontoparietal regions. Present data indicate that during reward-related learning, high uncertainty forces areas relevant for cognitive control to remain activated. In contrast, learning on the basis of predictable stimulus–outcome associations enables the brain to reduce resources in association with the processes of prediction.
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