Publications

Ivan Vankov & Jeffrey Bowers. Training Neural Networks to Encode Symbols enables Combinatorial Generalization. Philosophical Transactions of the Royal Society (in press).

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.

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.

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.

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.