| | McMillan, Clayton PhD 1992 | Rule induction in a neural network through integrated symbolic and subsymbolic processing |
| | Lindstaedt, Stefanie Natascha MS 1993 | Comparison of two unsupervised neural network models for redundancy reduction |
| | Alexander, Jay Alan MS 1994 | Template-based procedures for neural network interpretation |
| | Allison, John Jay MS 1994 | Explorations of Bayesian input relevance determination in neural networks |
| | Markey, Kevin Lee PhD 1994 | The sensorimotor foundations of phonology: a computational model of early childhood articulatory and phonetic development |
| | Das, Sreerupa PhD 1995 | Differentiable symbol manipulation and language induction |
| | Mathis, Donald Walter PhD 1998 | A computational theory of consciousness in cognition |
| | Nix, David Allen PhD 1998 | Machine-learning methods for inferring vocal-tract articulation from speech acoustics |
| | Colagrosso, Michael David PhD 2003 | A rational theory of skilled performance and practice: modeling long-term repetition priming |
| | Lackey, James Benton BS 2003 | Computational dynamics of a spiking neural network |
| | Loughry, Bryan James MS 2003 | Learning working memory tasks by reward prediction in the basal ganglia and prefrontal cortex |
| | Borchert, Thomas Ivan MS 2007 | Computational correlates of access consciousness |
| | Michaelis, James Roller BS 2007 | Applications of the spacing effect to human learning and memory |
| | Anderson, Kelsey Craig BS 2008 | A novel approach to Bayesian online changepoint detection |
| | Wilder, Matthew Harris MS 2008 | A unified theory of exogenous and endogenous attentional control |
| | Latimer, Kenneth William BS 2010 | A neural network model for object recognition in cluttered scenes using motion and binocular disparity |
| | Reid, Samuel Robert PhD 2010 | Model combination in multiclass classification |
| | Link, Benjamin Vincent MS 2011 | Modeling the influence of recent experience of judgements |
| | Knights, Daniel Brooke PhD 2012 | Predictive modeling of metagenomes |