Publications

Marin DujmovićGaurav MalhotraJeffrey Bowers.  What do Adversarial Images Tell us about Human Vision? 
This article is a preprint and has not been certified by peer review
https://doi.org/10.1101/2020.02.25.964361

Ivan Vankov & Jeffrey Bowers. Training Neural Networks to Encode Symbols enables Combinatorial Generalization. Philosophical Transactions of the Royal Society (in press).
https://doi.org/10.1098/rstb.2019.0309

Ryan Blything, Ivan I. Vankov, Casimir J. Ludwig, Jeffrey S. Bowers.  Extreme Translation Tolerance in Humans and Machines.  In Proceedings of the 2019 Conference on Cognitive Computational Neuroscience, Berlin, Germany.
https://doi.org/10.32470/CCN.2019.1091-0

Ryan Blything, Ivan I. Vankov, Casimir J. Ludwig, Jeffrey S. Bowers. Translation Tolerance in Vision. In A.K. Goel, C.M. Seifert, & C. Freksa (Eds.), Proceedings of the 41st Annual Conference of the Cognitive Science Society 2019, Montreal, Canada.

Milton Llera Montero, Gaurav Malhotra, Jeffrey S. Bowers, Rui Ponte Costa.  Subtractive Gating Improves Generalization in Working Memory Tasks. In Proceedings of the 2019 Conference on Cognitive Computational Neuroscience, Berlin, Germany.
https://doi.org/10.32470/CCN.2019.1352-0

Jeff Mitchell, Nina Kazanina, Conor Houghton, Jeffrey S. Bowers. Do LSTMs Know about Principle C? In Proceedings of the 2019 Conference on Cognitive Computational Neuroscience, Berlin, Germany.
https://doi.org/10.32470/CCN.2019.1241-0

Ella Gale, Ryan Blything, Nicholas Martin, Jeffrey S. Bowers, and Anh Nguyen.  Selectivity Metrics Provide Misleading Estimates of the Selectivity of Single Units in Neural Networks . In A.K. Goel, C.M. Seifert, & C. Freksa (Eds.), Proceedings of the 41st Annual Conference of the Cognitive Science Society 2019, Montreal, Canada.

Gaurav Malhotra and Jeffrey S. Bowers.  The Contrasting Roles of Shape in Human Vision and Convolutional Neural Networks. In A.K. Goel, C.M. Seifert, & C. Freksa (Eds.), Proceedings of the 41st Annual Conference of the Cognitive Science Society 2019, Montreal, Canada.

Marin Dujmović, Gaurav Malhotra, Jeffrey S. Bowers.  Humans Cannot Decipher Adversarial Images: Revisiting Zhou and Firestone (2019). In Proceedings of the 2019 Conference on Cognitive Computational Neuroscience, Berlin, Germany.
https://doi.org/10.32470/CCN.2019.1298-0

Gaurav Malhotra, Benjamin Evans and Jeff Bowers.  Adding Biological Constraints to CNNs Makes Image Classification more Human-Like and Robust (2019). In Proceedings of the 2019 Conference on Cognitive Computational Neuroscience, Berlin, Germany.
https://doi.org/10.32470/CCN.2019.1212-0

Jeffrey S. Bowers, Nicholas Martin and Ella Gale. Researchers Keep Rejecting Grandmother Cells after Running the Wrong Experiments: The Issue Is How Familiar Stimuli Are Identified. BioEssays, 2019, 41(8), 1800248.
https://doi.org/10.1002/bies.201800248