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Cerebral Cortex Advance Access published online on November 4, 2009

Cerebral Cortex, doi:10.1093/cercor/bhp228
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© The Author 2009. Published by Oxford University Press. All rights reserved. For permissions, please e-mail: journals.permissions@oxfordjournals.org

Rapid Formation of Pragmatic Rule Representations in the Human Brain during Instruction-Based Learning

Hannes Ruge1,2 and Uta Wolfensteller1,3

1 Neuroimaging Center, Department of Psychology, 2 Institute of General Psychology, Biopsychology, and Methods of Psychology, Department of Psychology, 3 Section of Systems Neuroscience, Department of Psychiatry and Psychotherapy, Medical Faculty Carl Gustav Carus, Technische Universität Dresden, Dresden 01069, Germany

Address correspondence to Hannes Ruge, Fachrichtung Psychologie, Fakultät Mathematik und Naturwissenschaften, Technische Universität Dresden, 01062 Dresden, Germany. Email: ruge{at}psychologie.tu-dresden.de.

The present functional magnetic resonance imaging study investigated the instruction-based learning of novel arbitrary stimulus–response mappings in order to understand the brain mechanisms that enable successful behavioral rule implementation in the absence of trial-and-error learning. We developed a novel task design that allowed the examination of rapidly evolving brain activation dynamics starting from an explicit instruction phase and further across a short behavioral practice phase. As a first key result, the study revealed that different sets of brain regions displayed either decreasing or increasing activation profiles already across the first few practice trials, suggesting an impressively rapid redistribution of labor throughout the brain. Furthermore, behavioral performance improvement across practice was tightly coupled with brain activation during the practice phase (caudate nucleus), the instruction phase (lateral midprefrontal cortex), or both (lateral premotor cortex bordering prefrontal cortex). Together, the present results provide first important insights into the brain systems involved in the rapid transfer of control from initially abstract rule representations induced by explicit instructions toward pragmatic representations enabling the fluent behavioral implementation.

Key Words: functional magnetic resonance imaging • prefrontal cortex • premotor cortex • stimulus–response rule • striatum


Hannes Ruge and Uta Wolfensteller have contributed equally to this work.


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