Rapid Unsupervised Encoding of Object Files for Visual Reasoning. - Rachel F. Heaton; John Hummel (CogSci, 2019)

A computational model of serial and parallel processing in visual search. - Rachel F. Heaton (CoRR, 2023)

On the importance of severely testing deep learning models of cognition. - Jeffrey S. Bowers; Gaurav Malhotra; Federico Adolfi; Marin Dujmovic; Milton Llera Montero; Valerio Biscione; Guillermo Puebla; John E. Hummel; Rachel F. Heaton (Cogn. Syst. Res., 2023)

MindSet: Vision. A toolbox for testing DNNs on key psychological experiments. - Valerio Biscione; Dong Yin; Gaurav Malhotra; Marin Dujmovic; Milton Llera Montero; Guillermo Puebla; Federico Adolfi; Rachel F. Heaton; John E. Hummel; Benjamin D. Evans; Karim Habashy; Jeffrey S. Bowers (CoRR, 2024)

From Basic Affordances to Symbolic Thought: A Computational Phylogenesis of Biological Intelligence. - John E. Hummel; Rachel F. Heaton (CoRR, 2025)