Publications
Reprint Requests
Generalization of category knowledge and dimensional categorization in humans (Homo sapiens) and nonhuman primates (Macaca mulatta).
Journal of Experimental Psychology: Animal Learning & Cognition. 41(4), 322-335.
(2015). Hierarchical control of procedural and declarative category-learning systems.
NeuroImage. 150, 150-161.
(2017). Human category learning.
Annual Review of Psychology. 56, 149-178.
(2005). Human category learning 2.0.
Annals of the New York Academy of Sciences. 1224, 147-161.
(2011). Human category learning, neural basis.
The encyclopedia of the mind. 130–134.
(2013). The impact of category separation on unsupervised categorization.
Attention, Perception, & Psychophysics. 74(2), 466-475.
(2012). Implicit and explicit categorization: A tale of four species.
Neuroscience and Biobehavioral Reviews. 36(10), 2355-2369.
(2012). Implicit and explicit category learning by capuchin monkeys (Cebus apella).
Journal of Comparative Psychology. 126(3), 294-304.
(2012). 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). Increased cognitive load enables unlearning in procedural category learning.
Journal of Experimental Psychology: Learning, Memory, & Cognition. 44, 1845-1853.
(2018). Influence of positive affect on the subjective utility of gains and losses: It's just not worth the risk..
Journal of Personality and Social Psychology. 55, 710-717.
(1988). Information-integration category learning and the human uncertainty response.
Memory & Cognition. 39(3), 536-554.
(2011). Initial training with difficult items facilitates information integration, but not rule-based category learning.
Psychological Science. 19(11), 1169-1177.
(2008). Integrating information from separable psychological dimensions.
Journal of Experimental Psychology: Human Perception and Performance. 16, 598.
(1990). Just Do It: A Neuropsychological Theory of Agency, Cognition, Mood, and Dopamine.
Journal of Experimental Psychology: General. in press.
(2024). Learning and transfer of category knowledge in an indirect categorization task.
Psychological Research. 76(3), 292-303.
(2012). Learning robust cortico-cortical associations with the basal ganglia: an integrative review.
Cortex. 64, 123-35.
(2015). Length of the state trace: A method for partitioning model complexity.
Journal of Mathematical Psychology. 113, 102755.
(2023). Linear separability, irrelevant variability, and categorization difficulty.
Journal of Experimental Psychology: Learning, Memory, & Cognition. 48, 159-172.
(2022). Linking signal detection theory and encoding models to reveal independent neural representations from neuroimaging data.
PLOS Computational Biology. 14(10), e1006470.
(2018). Measurement scales and statistics: The misconception misconceived..
Psychological Bulletin. 96, 394 401.
(1984). Methods of modeling capacity in simple processing systems.
Cognitive theory. 3, 200–239.
(1978). A model of dopamine modulated cortical activation.
Neural Networks. 16(7), 973-984.
(2003). Modulation of dopamine for adaptive learning: A neurocomputational model.
Computational Brain & Behavior. 1–19.
(2020). Multidimensional signal detection theory.
In: J. R. Busemeyer, Z. Wang, J. T. Townsend, & A. Eidels (Eds.), Oxford handbook of computational and mathematical psychology. 13–34.
(2015).