| 2025 | CogSci | The Role of Context Gating in Predictive Sentence Processing. | Yasemin Gokcen, David C. Noelle, Rachel Ryskin |
| 2025 | CogSci | Adaptive Attention and Memory in Multi-Option Multi-Feature Decision Making. | Hoshmand Malaie, Rebecca Sullivan, David C. Noelle |
| 2024 | CogSci | The Emergence of Utility from Episodic Memory in a Model of Decision-Making Under Risk. | Rebecca Sullivan, Hoshmand Malaie, David C. Noelle |
| 2020 | ICASSP | End-To-End Auditory Object Recognition Via Inception Nucleus. | Mohammad K. Ebrahimpour, Timothy M. Shea, Andreea Danielescu, David C. Noelle, Christopher T. Kello |
| 2020 | IJCNN | WW-Nets: Dual Neural Networks for Object Detection. | Mohammad K. Ebrahimpour, J. Benjamin Falandays, Samuel Spevack, Ming-Hsuan Yang, David C. Noelle |
| 2019 | AAAI | Unsupervised Methods For Subgoal Discovery During Intrinsic Motivation in Model-Free Hierarchical Reinforcement Learning. | Jacob Rafati, David C. Noelle |
| 2019 | AAAI | Learning Representations in Model-Free Hierarchical Reinforcement Learning. | Jacob Rafati, David C. Noelle |
| 2019 | CogSci | Do Humans Look Where Deep Convolutional Neural Networks "Attend"? | Mohammad K. Ebrahimpour, James Falandays, Samuel Spevack, David C. Noelle |
| 2019 | ISVC | Do Humans Look Where Deep Convolutional Neural Networks "Attend"? | Mohammad K. Ebrahimpour, J. Benjamin Falandays, Samuel Spevack, David C. Noelle |
| 2019 | ISVC | Fast Object Localization via Sensitivity Analysis. | Mohammad K. Ebrahimpour, David C. Noelle |
| 2019 | WACV | Ventral-Dorsal Neural Networks: Object Detection Via Selective Attention. | Mohammad K. Ebrahimpour, Jiayun Li, Yen-Yun Yu, Jackson Reesee, Azadeh Moghtaderi, Ming-Hsuan Yang, David C. Noelle |
| 2018 | CogSci | A Conceptual Ladder from Spikes to Behavior: Toward the Neural Basis of Dynamic Choices at Multiple Scales. | Timothy M. Shea, David C. Noelle |
| 2018 | ICER | Automated Plagiarism Detection for Computer Programming Exercises Based on Patterns of Resubmission. | Narjes Tahaei, David C. Noelle |
| 2017 | CogSci | Indirection Explains Flexible Tuning of Neurons in Prefrontal Cortex. | David C. Noelle |
| 2016 | CogSci | Toward a Simulation Platform for Comparing Computational Cognitive Neuroscience Models. | David C. Noelle |
| 2015 | CogSci | Topological Dependence of Rate Code Stability. | William Benjamin St. Clair, David C. Noelle |
| 2015 | CogSci | A Case-Based Reasoning Approach to Providing High-Quality Feedback on Computer Programming Exercises. | Angelo Kyrilov, David C. Noelle |
| 2015 | CogSci | Lateral Inhibition Overcomes Limits of Temporal Difference Learning. | Jacob Rafati, David C. Noelle |
| 2015 | CogSci | Modeling the Role of Hippocampus in Extinction and Spontaneous Recovery. | Jeffrey Rodny, David C. Noelle |
| 2015 | CogSci | Neuronal Dynamics and Spatial Foraging. | Timothy M. Shea, Anne S. Warlaumont, Christopher T. Kello, David C. Noelle |
| 2014 | CogSci | Robotic Learning Of The Delayed Saccade Task Using A Neurally Inspired Adaptive Working Memory System. | David C. Noelle, Justin Ray |
| 2013 | CogSci | Implications of Polychronous Neuronal Groups for the Nature of Mental Representations. | William Benjamin St. Clair, David C. Noelle |
| 2013 | CogSci | Approximating the Value Function in the Actor Critic Architecture using the Temporal Dynamics of Spiking Neural Networks. | Jeffrey Rodny, David C. Noelle |
| 2013 | ITiCSE | Automatic formative assessment of exercises on knowledge representation in first-order logic. | Angelo Kyrilov, David C. Noelle |
| 2011 | CogSci | Asymmetric Intercortical Projections Support The Learning Of Temporal Associations. | William Benjamin St. Clair, David C. Noelle |
| 2007 | IJCAI | A Dual-Pathway Neural Network Model of Control Relinquishment in Motor Skill Learning. | Ashish Gupta, David C. Noelle |
| 2005 | RO-MAN | A biologically inspired working memory framework for robots. | Joshua L. Phillips, David C. Noelle |
| 2005 | RO-MAN | Working memory and perception. | D. Mitchell Wilkes, Mert Tugcu, Jonathan E. Hunter, David C. Noelle |
| 1996 | AAAI | A Connectionist Model of Instructed Learning. | David C. Noelle |
| 1994 | AAAI | Integrating Induction & Instruction: Connectionist Advice Taking. | David C. Noelle, Garrison W. Cottrell |