Publications
(2012). Learning and transfer of category knowledge in an indirect categorization task.
Psychological Research. 76(3), 292-303.
(2012). A neurocomputational account of cognitive deficits in Parkinson's disease.
Neuropsychologia. 50(9), 2290-2302.
(2012). Procedural learning of unstructured categories.
Psychonomic Bulletin & Review. 19(6), 1202-1209.
(2012). Simulating the effects of dopamine imbalance on cognition: From positive affect to Parkinson's disease.
Neural Networks. 32, 74-85.
(2012). Spatiotemporal activity estimation for multivoxel pattern analysis with rapid event-related designs.
NeuroImage. 62(3), 1429-1438.
(2012). Unsupervised category learning with integral-dimension stimuli.
Quarterly Journal of Experimental Psychology. 65(8), 1537-1562.
(2011). A computational model of how cholinergic interneurons protect striatal-dependent learning..
J Cogn Neurosci. 23(6), 1549-66.
(2011). Cortical and striatal contributions to automaticity in information-integration categorization..
Neuroimage. 56(3), 1791-802.
(2011). COVIS.
In E. M. Pothos & A. J. Wills (Eds.), Formal approaches in categorization. 65-87.
(2011). Human category learning 2.0.
Annals of the New York Academy of Sciences. 1224, 147-161.
(2011). Information-integration category learning and the human uncertainty response.
Memory & Cognition. 39(3), 536-554.
(2011). The neurodynamics of cognition: A tutorial on computational cognitive neuroscience.
Journal of Mathematical Psychology. 55(4), 273-289.
(2011). Pigeons' categorization may be exclusively nonanalytic.
Psychonomic Bulletin & Review. 18(2), 414-421.
(2011). Statistical analysis of fMRI data.
(2010). Automaticity in rule-based and information-integration categorization.
Attention, Perception, & Psychophysics. 72(4), 1013-1031.
(2010). Category label and response location shifts in category learning.
Psychological Research. 74(2), 219-236.
(2010). Cortical and basal ganglia contributions to habit learning and automaticity.
Trends in Cognitive Science. 14(5), 208-215.
(2010). Evidence for cortical automaticity in rule-based categorization.
Journal of Neuroscience. 30(42), 14225-14234.
(2010). Implicit and explicit category learning by macaques (Macaca mulatta) and humans (Homo sapiens).
Journal of Experimental Psychology: Animal Behavior Processes. 36(1), 54-65.
(2010). The neurobiology of categorization.
The Making of Human Concepts. Oxford University Press, New York. 75–98.
(2008). Fitting computational models to fMRI.
Behavioral Research Methods. 40(3), 713-721.
(2008). Initial training with difficult items facilitates information integration, but not rule-based category learning.
Psychological Science. 19(11), 1169-1177.
(2008). The P_rep statistic as a measure of confidence in model fitting.
Psychonomic Bulletin & Review. 15(1), 16-27.
(2008). Response processes in information-integration category learning.
Neurobiology of Learning and Memory. 90(2), 330-338.
(2008). A role for the perceptual representation memory system in category learning.
Perception & Psychophysics. 70(6), 983-999.

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