| 2024 | ICASSP | The Selectivity and Competition of the Mind's Eye in Visual Perception. | Edward Kim, Maryam Daniali, Jocelyn Rego, Garrett T. Kenyon |
| 2024 | ICASSP | LCANets++: Robust Audio Classification Using Multi-Layer Neural Networks with Lateral Competition. | Sayanton V. Dibbo, Juston S. Moore, Garrett T. Kenyon, Michael A. Teti |
| 2024 | ICMLA | Energy-Based Models Trained with Equilibrium Propagation are Inherently Robust. | Siddharth Mansingh, Michal Kucer, Garrett T. Kenyon, Juston Moore, Michael A. Teti |
| 2022 | ICML | LCANets: Lateral Competition Improves Robustness Against Corruption and Attack. | Michael A. Teti, Garrett T. Kenyon, Ben Migliori, Juston Moore |
| 2022 | ISVC | Sparse Kernel Transfer Learning. | Edward Kim, Trang Ha, Garrett T. Kenyon |
| 2022 | UAI | If you've trained one you've trained them all: inter-architecture similarity increases with robustness. | Haydn Thomas Jones, Jacob M. Springer, Garrett T. Kenyon, Juston S. Moore |
| 2021 | IJCNN | It's Hard for Neural Networks to Learn the Game of Life. | Jacob M. Springer, Garrett T. Kenyon |
| 2020 | CVPR | Modeling Biological Immunity to Adversarial Examples. | Edward Kim, Jocelyn Rego, Yijing Watkins, Garrett T. Kenyon |
| 2020 | CVPR | Using Sinusoidally-Modulated Noise as a Surrogate for Slow-Wave Sleep to Accomplish Stable Unsupervised Dictionary Learning in a Spike-Based Sparse Coding Model. | Yijing Watkins, Edward Kim, Andrew Sornborger, Garrett T. Kenyon |
| 2018 | CVPR | Deep Sparse Coding for Invariant Multimodal Halle Berry Neurons. | Edward Kim, Darryl Hannan, Garrett T. Kenyon |
| 2018 | ISVC | Can Deep Learning Learn the Principle of Closed Contour Detection? | Xinhua Zhang, Yijing Watkins, Garrett T. Kenyon |
| 2013 | CIDM | Interpreting individual classifications of hierarchical networks. | Will Landecker, Michael D. Thomure, Lus M. A. Bettencourt, Melanie Mitchell, Garrett T. Kenyon, Steven P. Brumby |
| 2013 | IJCNN | Biologically inspired distributed sensor networks: Collective signal amplification via ultra-low bandwidth spike-based communication. | Sheng Y. Lundquist, Dylan M. Paiton, Brennan M. Nowers, Peter F. Schultz, Steven P. Brumby, Anders M. Jorgensen, Garrett T. Kenyon |
| 2013 | IJCNN | On the role of shape prototypes in hierarchical models of vision. | Michael D. Thomure, Melanie Mitchell, Garrett T. Kenyon |
| 2012 | IJCNN | Development of invariant feature maps via a computational model of simple and complex cells. | Wentao Huang, Zhengping Ji, Steven P. Brumby, Garrett T. Kenyon, Lus M. A. Bettencourt |
| 2011 | CogSci | Asymmetry and Similarity Phenomena in Backwards Masking Experiments Suggest Internal Reconstruction. | Tsvi Achler, Lus M. A. Bettencourt, Garrett T. Kenyon |
| 2011 | IJCNN | Hierarchical discriminative sparse coding via bidirectional connections. | Zhengping Ji, Wentao Huang, Garrett T. Kenyon, Lus M. A. Bettencourt |
| 2003 | IJCNN | Firing correlations improve detection of moving bars. | Garrett T. Kenyon, James Theiler, David W. Marshak, Bartlett Moore, Janelle Jeffs, Bryan J. Travis |