Publications
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Computational cognitive neuroscience: Building and testing biologically plausible computational models of neuroscience, neuroimaging, and behavioral data.
Statistical and process models for cognitive neuroscience and aging. 15–58.
(2007). The effects of positive versus negative feedback on information-integration category learning.
Perception & Psychophysics. 69(6), 865-878.
(2007). A neurobiological theory of automaticity in perceptual categorization.
Psychological Review. 114(3), 632-656.
(2007). 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.
(2008). 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.
(2010). 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).
(2011). Analogical transfer in perceptual categorization.
Memory & Cognition. 40(3), 434-449.
(2012). Automaticity and multiple memory systems.
Wiley Interdisciplinary Reviews in Cognitive Science. 3(3), 363-376.
(2012). Deconvolving BOLD activation in event-related designs for multivoxel pattern classification analyses.
NeuroImage. 59(3), 2636-2643.
(2012).