Publications
2025
      
      
      
        A Detection Theory Analysis of the Relation of Tip-of-the-Tongue States and Feelingof-Knowing Judgments to Memory Recognition Sensitivity
      
      
      
  
        Center for Open Science
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        18 Apr 2025
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        doi:10.31234/osf.io/6bxza_v1
      
      
        
        
        
      
    
      
      
      
        Exploring the role of post-error processing in social anxiety across age.
      
      
      
  
        Journal of child psychology and psychiatry, and allied disciplines
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        10 Mar 2025
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        pmid:40062691
      
      
        
        
        
      
    
      
      
      
        Tip-of-the-Tongue and Feeling-of-Knowing Experiences Enhance Metacognitive Sensitivity of Confidence Evaluation of Semantic Memory
      
      
      
  
        Journal of Cognition
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        01 Jan 2025
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        doi:10.5334/joc.442
      
      
        
        
        
      
    2024
      
      
      
        Leveraging Psychophysics to Infer the Mechanisms of Encoding Change in Vision
      
      
      
  
        Computational Brain & Behavior
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        08 Nov 2024
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        doi:10.1007/s42113-024-00227-3
      
      
        
        
        
      
    
      
      
      
        Toward a mechanistic understanding of the role of error monitoring and memory in social anxiety
      
      
      
  
        Cognitive, affective & behavioral neuroscience
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        01 Oct 2024
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        pmc:PMC12122262
      
      
        
        
        
      
    
      
      
      
        Tip-of-the-Tongue and Feeling-of-Knowing Experiences Enhance Metacognitive Sensitivity of Confidence Evaluation of Semantic Memory
      
      
      
  
        Center for Open Science
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        12 Sep 2024
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        doi:10.31234/osf.io/mbwu2
      
      
        
        
        
      
     
      
    
    
      
      
      
        Toward a mechanistic understanding of the role of error monitoring and memory in social anxiety.
      
      
      
  
        Cognitive, affective & behavioral neuroscience
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        05 Jun 2024
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        pmid:38839717
      
      
        
        
          
        
        
      
    
      
      
      
        Multidimensional signal detection modeling reveals Gestalt-like perceptual integration of face emotion and identity.
      
      
      
  
        Emotion
         · 
        01 Apr 2024
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        pmid:38557028
      
      
        
        
          
        
        
      
    
      
      
      
        Face shape and motion are perceptually separable: Support for a revised model of face processing.
      
      
      
  
        Psychonomic bulletin & review
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        21 Feb 2024
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        pmid:38381300
      
      
        
        
          
        
        
      
     
      
    
    
      
      
      
        Perceptual Observer Modeling Reveals Likely Mechanisms of Face Expression Recognition Deficits in Depression.
      
      
      
  
        Biological psychiatry. Cognitive neuroscience and neuroimaging
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        07 Feb 2024
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        pmid:38336169
      
      
        
        
          
        
        
      
    2023
 
      
    
    
      
      
      
        Why is the Rescorla-Wagner model so influential?
      
      
      
  
        Neurobiology of learning and memory
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        19 Jul 2023
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        pmid:37473985
      
      
        
        
          
        
        
      
    
      
      
      
        Encoding Models in Neuroimaging
      
      
      
  
        New Handbook of Mathematical Psychology
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        30 Apr 2023
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        doi:10.1017/9781108902724.011
      
      
        
        
          
        
        
      
     
      
    
    
      
      
      
        Improving the validity of neuroimaging decoding tests of invariant and configural neural representation
      
      
      
  
        PLoS computational biology
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        23 Jan 2023
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        pmc:PMC9894561
      
      
        
        
          
        
        
      
    2022
      
      
      
        Sensitivity vs. awareness curve: A novel model-based analysis to uncover the processes underlying nonconscious perception.
      
      
      
  
        Psychonomic bulletin & review
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        26 Sep 2022
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        pmid:36163609
      
      
        
        
          
        
        
      
     
      
    
    
      
      
      
        Subsampling of cues in associative learning.
      
      
      
  
        Learning & memory (Cold Spring Harbor, N.Y.)
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        16 Jun 2022
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        pmid:35710303
      
      
        
        
          
        
        
      
    2021
      
      
      
        A computational account of the mechanisms underlying face perception biases in depression.
      
      
      
  
        Journal of abnormal psychology
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        01 Jul 2021
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        pmid:34472882
      
      
        
        
          
        
        
      
    2020
 
      
    
    
      
      
      
        FaReT: A free and open-source toolkit of three-dimensional models and software to study face perception.
      
      
      
  
        Behavior research methods
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        01 Dec 2020
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        pmid:32519291
      
      
        
        
          
        
        
      
    
      
      
      
        Adaptation aftereffects reveal how categorization training changes the encoding of face identity.
      
      
      
  
        Journal of vision
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        01 Oct 2020
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        pmid:33064122
      
      
        
        
          
        
        
      
    
      
      
      
        Evidence for a dissociation between causal beliefs and instrumental actions.
      
      
      
  
        Quarterly journal of experimental psychology (2006)
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        29 Jan 2020
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        pmid:31931662
      
      
        
        
          
        
        
      
    2019
 
      
    
    
      
      
      
        Beyond the "Conceptual Nervous System": Can computational cognitive neuroscience transform learning theory?
      
      
      
  
        Behavioural processes
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        03 Aug 2019
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        pmid:31381986
      
      
        
        
          
        
        
      
    
      
      
      
        Categorization training changes the visual representation of face identity.
      
      
      
  
        Attention, perception & psychophysics
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        01 Jul 2019
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        pmid:31152373
      
      
        
        
          
        
        
      
    
      
      
      
        Novel representations that support rule-based categorization are acquired on-the-fly during category learning.
      
      
      
  
        Psychological research
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        26 Feb 2019
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        pmid:30806809
      
      
        
        
          
        
        
      
    2018
 
      
    
    
      
      
      
        Linking signal detection theory and encoding models to reveal independent neural representations from neuroimaging data.
      
      
      
  
        PLoS computational biology
         · 
        01 Oct 2018
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        pmid:30273337
      
      
        
        
          
        
        
      
     
      
    
    
      
      
      
        Exploring the Effect of Stimulus Similarity on the Summation Effect in Causal Learning.
      
      
      
  
        Experimental psychology
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        01 Jul 2018
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        pmid:30165807
      
      
        
        
          
        
        
      
     
      
    
    
      
      
      
        Contemporary associative learning theory predicts failures to obtain blocking: Comment on Maes et al. (2016).
      
      
      
  
        Journal of experimental psychology. General
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        01 Apr 2018
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        pmid:29698030
      
      
        
        
          
        
        
      
    2017
 
      
    
    
      
      
      
        Testing Separability and Independence of Perceptual Dimensions with General Recognition Theory: A Tutorial and New R Package (grtools)
      
      
      
  
        Frontiers in psychology
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        23 May 2017
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        pmc:PMC5440596
      
      
        
        
          
        
        
      
    2016
      
      
      
        Dissociable changes in functional network topology underlie early category learning and development of automaticity.
      
      
      
  
        NeuroImage
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        21 Jul 2016
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        pmid:27453156
      
      
        
        
          
        
        
      
    
      
      
      
        The neural basis of general recognition theory
      
      
      
  
        Mathematical models of perception and cognition, Volume II: A festschrift for James T. Townsend
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        30 Apr 2016
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        [no id info]
      
      
        
        
          
        
        
      
    
      
      
      
        Promoting rotational-invariance in object recognition despite experience with only a single view.
      
      
      
  
        Behavioural processes
         · 
        01 Feb 2016
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        pmid:26608549
      
      
        
        
          
        
        
      
    2015
      
      
      
        Multidimensional Signal Detection Theory
      
      
      
  
        Oxford University Press
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        10 Dec 2015
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        https://doi.org/10.1093/oxfordhb/9780199957996.013.2
      
      
        
        
          
        
        
      
    
      
      
      
        Why are some dimensions integral? Testing two hypotheses through causal learning experiments.
      
      
      
  
        Cognition
         · 
        09 Jul 2015
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        pmid:26163820
      
      
        
        
          
        
        
      
    
      
      
      
        Categorization training increases the perceptual separability of novel dimensions.
      
      
      
  
        Cognition
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        25 Mar 2015
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        pmid:25817370
      
      
        
        
          
        
        
      
    
      
      
      
        General recognition theory with individual differences: a new method for examining perceptual and decisional interactions with an application to face perception.
      
      
      
  
        Psychonomic bulletin & review
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        01 Feb 2015
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        pmid:24841236
      
      
        
        
          
        
        
      
    2014
 
      
    
    
      
      
      
        Mechanisms of object recognition: what we have learned from pigeons.
      
      
      
  
        Frontiers in neural circuits
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        13 Oct 2014
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        pmid:25352784
      
      
        
        
          
        
        
      
    
      
      
      
        Explaining compound generalization in associative and causal learning through rational principles of dimensional generalization.
      
      
      
  
        Psychological review
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        01 Jul 2014
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        pmid:25090430
      
      
        
        
          
        
        
      
    2013
      
      
      
        Brain activity across the development of automatic categorization: a comparison of categorization tasks using multi-voxel pattern analysis.
      
      
      
  
        NeuroImage
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        17 Jan 2013
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        pmid:23333700
      
      
        
        
          
        
        
      
    2012
      
      
      
        A category-overshadowing effect in pigeons: support for the Common Elements Model of object categorization learning.
      
      
      
  
        Journal of experimental psychology. Animal behavior processes
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        01 Jul 2012
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        pmid:22823423
      
      
        
        
          
        
        
      
    
      
      
      
        View-invariance learning in object recognition by pigeons depends on error-driven associative learning processes.
      
      
      
  
        Vision research
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        17 Apr 2012
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        pmid:22531015
      
      
        
        
          
        
        
      
    
      
      
      
        Visual object categorization in birds and primates: integrating behavioral, neurobiological, and computational evidence within a "general process" framework.
      
      
      
  
        Cognitive, affective & behavioral neuroscience
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        01 Mar 2012
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        pmid:22086545
      
      
        
        
          
        
        
      
    
      
      
      
        Categorical Learning in Pigeons
      
      
      
  
        Encyclopedia of the Sciences of Learning
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        01 Jan 2012
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        doi:10.1007/978-1-4419-1428-6_426
      
      
        
        
        
      
    2011
      
      
      
        Asymmetrical interactions in the perception of face identity and emotional expression are not unique to the primate visual system.
      
      
      
  
        Journal of vision
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        31 Mar 2011
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        pmid:21454855
      
      
        
        
          
        
        
      
    2010
      
      
      
        Missing the forest for the trees: object-discrimination learning blocks categorization learning.
      
      
      
  
        Psychological science
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        03 Sep 2010
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        pmid:20817911
      
      
        
        
          
        
        
      
    
      
      
      
        Effect of between-category similarity on basic level superiority in pigeons.
      
      
      
  
        Behavioural processes
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        30 Jun 2010
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        pmid:20600696
      
      
        
        
          
        
        
      
    
      
      
      
        Integrality/separability of stimulus dimensions and multidimensional generalization in pigeons.
      
      
      
  
        Journal of experimental psychology. Animal behavior processes
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        01 Apr 2010
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        pmid:20384400
      
      
        
        
          
        
        
      
    
      
      
      
        Error-driven learning in visual categorization and object recognition: a common-elements model.
      
      
      
  
        Psychological review
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        01 Apr 2010
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        pmid:20438230
      
      
        
        
          
        
        
      
    
      
      
      
        Comparative Vision Science: Seeing Eye to Eye?
      
      
      
  
        Comparative cognition & behavior reviews
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        01 Jan 2010
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        pmid:20824149
      
      
        
        
          
        
        
      
    2008
      
      
      
        Generality of the summation effect in human causal learning.
      
      
      
  
        Quarterly journal of experimental psychology (2006)
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        01 Dec 2008
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        pmid:19048450
      
      
        
        
          
        
        
      
    2007
      
      
      
        Stimulus specificity in the acquisition and extinction of conditioned taste aversion.
      
      
      
  
        Biological research
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        21 Nov 2007
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        pmid:18064349
      
      
        
        
        
      
    
      
      
      
        Enhancement of Pavlovian conditioned immunosuppression in rats.
      
      
      
  
        Acta neurobiologiae experimentalis
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        01 Jan 2007
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        pmid:17474323
      
      
        
        
        
      
     
      
    
    
      
      
      
        Human instrumental performance in ratio and interval contingencies: A challenge for associative theory.
      
      
      
  
        Quarterly Journal of Experimental Psychology
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        [no date info]
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        pmid:27894212