Distinguished Professor of Psychology
Director of Undergraduate Research, Data Science Institute
Co-Director of Scientific Computing
My laboratory studies visual cognition, including visual categorization, visual memory, and visual decision making. We study how objects are perceived and represented by the visual system, how visual knowledge is represented and learned, and how visual decisions are made. We approach these questions using a combination of behavioral experiments, cognitive neuroscience techniques, and computational and neural modeling. One current project, funded by the National Science Foundation, investigates both the dynamics and individual differences of visual object categorization and perceptual expertise for objects and faces, understanding these processes through a combination of cognitive and deep learning models. Another current project, funded by the National Eye Institute, uses computational modeling of visual decision making to predict behavioral dynamics and neural dynamics.
Selected sample publications. See http://catlab.psy.vanderbilt.edu/publications for a complete list and links to PDF files.
- Annis, J., & Palmeri, T. J. (in press). Modeling memory dynamics in visual expertise. Journal of Experimental Psychology: Learning, Memory, and Cognition.
- Annis, J., & Palmeri, T.J. (2018). Bayesian statistical approaches to evaluating cognitive models. Wiley Interdisciplinary Reviews in Cognitive Science.
- Turner, B.M., Forstmann, B.U., Love, B., Palmeri, T.J., & Van Maanen, L. (2017). Approaches to analysis in model-based cognitive neuroscience. Journal of Mathematical Psychology, 76, 65-79.
- Mack, M.L., & Palmeri, T.J. (2015). The dynamics of categorization: Unraveling rapid categorization. Journal of Experimental Psychology: General, 144, 551-569.
- Logan, G.D., Yamaguchi, M., Schall, G.D., & Palmeri, T.J. (2015). Inhibitory control in mind and brain 2.0: A blocked-input model of saccadic countermanding. Psychological Review, 122, 115-147.
- Zandbelt, B.B., Purcell, B.A., Palmeri, T.J., Logan, G.D., Schall, J.D. (2014). Response times from ensembles of accumulators. Proceedings of the National Academy of Sciences.
- Ross, D.A., Deroche, M., & Palmeri, T.J. (2014). Not just the norm: Exemplar-based models also predict face aftereffects. Psychonomic Bulletin & Review.
- Folstein, J., Palmeri, T.J., Gauthier, I (2013). Category learning increases discriminability of relevant object dimensions in visual cortex. Cerebral Cortex, 23(4), 814-823.
- Folstein, J., Gauthier, I., & Palmeri, T.J. (2012). Not all morph spaces stretch alike: How category learning affects object perception. Journal of Experimental Psychology: Learning, Memory, and Cognition.
- Purcell, B.A., Schall, J.D., Logan, G.D., & Palmeri, T.J. (2012). From salience to saccades: multiple-alternative gated stochastic accumulator model of visual search. Journal of Neuroscience, 32(10), 3433-3446.
- Pouget, P., Logan, G.D., Palmeri, T.J., Boucher, L., & Schall, J.D. (2011). Neural basis of adaptive response time adjustment. The Journal of Neuroscience, 31 (35), 12604-12612.
- Purcell, B.A., Heitz, R.P., Cohen, J.Y., Schall, J.D., Logan, G.D., & Palmeri, T.J. (2010). Neurally-constrained modeling of perceptual decision making. Psychological Review, 117, 1113-1143.
- Mack, M.L., & Palmeri, T.J. (2010). Decoupling object detection and categorization. Journal of Experimental Psychology: Human Perception and Performance, 36, 1067-1079.
- Wong, A.C.-N., Palmeri, T.J., & Gauthier I. (2009). Conditions for face-like expertise with objects: Becoming a Ziggerin expert – but which type? Psychological Science, 20, 1108-1117.
- Boucher, L., Palmeri, T.J., Logan, G.D., & Schall, J.D. (2007). Inhibitory control in mind and brain: An interactive race model of countermanding saccades. Psychological Review, 114, 376-397.
- Palmeri, T.J., Wong, A.C.-N., & Gauthier, I. (2004). Computational approaches to the development of perceptual expertise. Trends in Cognitive Science, 8, 378-386.
- Palmeri, T.J., & Gauthier, I. (2004). Visual object understanding. Nature Reviews Neuroscience, 5, 291-303.
- Johansen, M.K., & Palmeri, T.J. (2002). Are there representational shifts during category learning? Cognitive Psychology, 45, 482-553.
- Palmeri, T.J., & Flanery, M.A. (1999). Learning about categories in the absence of training: Profound amnesia and the relationship between perceptual categorization and recognition memory. Psychological Science, 10, 526-530.
- Nosofsky, R.M., & Palmeri, T.J. (1997). An exemplar-based random walk model of speeded classification. Psychological Review, 104, 266-300.
- Palmeri, T.J. (1997). Exemplar similarity and the development of automaticity. Journal of Experimental Psychology: Learning, Memory, and Cognition, 23, 324-354.
- The Chancellor's Award for Research, 2009
- APA Division of Experimental Psychology New Investigator Award, 1998
- Irving J. Saltzman Award for Outstanding
- Graduate Achievement, Indiana University, 1996
- J.R. Kantor Fellow Graduate Award, Indiana University, 1995
- Indiana University Cognitive Science Fellowship, 1990
- B.S. with University Honors, Carnegie Mellon University, 1987
- Senior University Scholar, Carnegie Mellon University, 1987
- Wayne Rawley Merit Scholarship (2 years), Carnegie Mellon University, 1985
- Carnegie Institute of Technology College Scholar, Carnegie Mellon University, 1984
- University President's Award for Top 100 Student, Carnegie Mellon University, 1984