References

Antony, J., Liu, X.L., Zheng, Y., Ranganath, C., & O'Reilly, R.C. (2024). Memory out of context: Spacing effects and decontextualization in a computational model of the medial temporal lobe. Psychological Review, 131, 1337–1372. http://doi.org/10.1037/rev0000488

Chakravarthy, A.K., Russin, J.L., & O'Reilly, R. (2022). Systematicity Emerges in Transformers when Abstract Grammatical Roles Guide Attention. In D. Ippolito, L.H. Li, M.L. Pacheco, D. Chen, & N. Xue (Eds.), Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop (pp. 1–8). Association for Computational Linguistics. https://aclanthology.org/2022.naacl-srw.1/ http://doi.org/10.18653/v1/2022.naacl-srw.1

Chaudhuri, R., Zheng, Y., O’Reilly, R.C., & Ranganath, C. (2025). Not a global map, but a local hash: grid cells decorrelate the representation of position and scramble long-range distance information. 2025.09.19.677454. https://www.biorxiv.org/content/10.1101/2025.09.19.677454v1 http://doi.org/10.1101/2025.09.19.677454

Geva-Sagiv, M., Jun, S., Kryven, M., Tenenbaum, J., Boorman, E.D., O’reilly, R., Lin, J.J., Ranganath, C., & Saez, I. (2025). Fronto-Hippocampal Synchronization in Rapid Spatial Learning in Humans. 2025.11.07.685935. https://www.biorxiv.org/content/10.1101/2025.11.07.685935v1 http://doi.org/10.1101/2025.11.07.685935

Jang, J., Flores, J.C., Zito, K., & O'Reilly, R.C. (2026). Synaptic Plasticity as a Function of the Temporal Derivative. 2026.06.05.730489. https://www.biorxiv.org/content/10.64898/2026.06.05.730489v1 http://doi.org/10.64898/2026.06.05.730489

Lesh, T., Rhilinger, J., Chen, T., Albuquerque, M., Pakzad, S., Gugava, L., Hanks, T., O'Reilly, R., & Carter, C. (2024). 442. Using a Fixed-Capacity Model of Working Memory to Understand Brain Activity During Motivated Behavior in Schizophrenia. Biological Psychiatry, 95, S281. https://www.biologicalpsychiatryjournal.com/article/S0006-3223(24)01042-4/abstract http://doi.org/10.1016/j.biopsych.2024.02.941

Liu, X.L., Ranganath, C., & O’Reilly, R.C. (2024). A complementary learning systems model of how sleep moderates retrieval practice effects. Psychonomic Bulletin & Review, 31, 2022–2035. https://doi.org/10.3758/s13423-024-02489-1 http://doi.org/10.3758/s13423-024-02489-1

McKee, K., Crandell, I., Chaudhuri, R., & O'Reilly, R. (2022). Adaptive Synaptic Failure Enables Sampling from Posterior Predictive Distributions in the Brain. http://arxiv.org/abs/2210.01691 http://doi.org/10.48550/arXiv.2210.01691

Nishiyama, S., O’Reilly, R.C., & Saito, S. (2025). Slowdown vs. breakdown of memory recall by retrieval stopping. Memory & Cognition, 53, 2028–2040. https://doi.org/10.3758/s13421-025-01696-y http://doi.org/10.3758/s13421-025-01696-y

O'Reilly, R.C. (2026). This is how the Neocortex Learns. http://arxiv.org/abs/2606.08720 http://doi.org/10.48550/arXiv.2606.08720

Russin, J., Zolfaghar, M., Park, S.A., Boorman, E., & O’Reilly, R.C. (2022). A Neural Network Model of Continual Learning with Cognitive Control. CogSci ... Annual Conference of the Cognitive Science Society. Cognitive Science Society (U.S.). Conference, 44, 1064–1071. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10205096/

Smucny, J., Hanks, T.D., Lesh, T.A., O’Reilly, R.C., & Carter, C.S. (2023). Altered Associations Between Motivated Performance and Frontostriatal Functional Connectivity During Reward Anticipation in Schizophrenia. Schizophrenia Bulletin, 49, 717–725. https://doi.org/10.1093/schbul/sbac204 http://doi.org/10.1093/schbul/sbac204

Webb, T.W., Frankland, S.M., Altabaa, A., Segert, S., Krishnamurthy, K., Campbell, D., Russin, J., Giallanza, T., O’Reilly, R., Lafferty, J., & Cohen, J.D. (2024). The relational bottleneck as an inductive bias for efficient abstraction. Trends in Cognitive Sciences, 28, 829–843. https://www.sciencedirect.com/science/article/pii/S1364661324000809 http://doi.org/10.1016/j.tics.2024.04.001

Yoo, S.J.B., El-Srouji, L., Datta, S., Yu, S., Incorvia, J.A., Salleo, A., Sorger, V., Hu, J., Kimerling, L.C., Bouchard, K., Geng, J., Chaudhuri, R., Ranganath, C., & O'Reilly, R. (2024). Towards Reverse-Engineering the Brain: Brain-Derived Neuromorphic Computing Approach with Photonic, Electronic, and Ionic Dynamicity in 3D integrated circuits. http://arxiv.org/abs/2403.19724 http://doi.org/10.48550/arXiv.2403.19724

Zheng, Y., Antony, J., Ranganath, C., & O’Reilly, R.C. (2024). Recurrent inhibitory dynamics in the entorhinal cortex support pattern separation. 2024.11.14.623535. https://www.biorxiv.org/content/10.1101/2024.11.14.623535v1 http://doi.org/10.1101/2024.11.14.623535

Zheng, Y., Liu, X.L., Nishiyama, S., Ranganath, C., & O’Reilly, R.C. (2022). Correcting the hebbian mistake: Toward a fully error-driven hippocampus. PLOS Computational Biology, 18, e1010589. https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1010589 http://doi.org/10.1371/journal.pcbi.1010589

Zheng, Y., Wolf, N., Ranganath, C., O'Reilly, R.C., & McKee, K.L. (2025). Flexible prefrontal control over hippocampal episodic memory for goal-directed generalization. http://arxiv.org/abs/2503.02303 http://doi.org/10.48550/arXiv.2503.02303

Zolfaghar, M., Russin, J., Park, S., Boorman, E.D., & O'Reilly, R.C. (2022). The Geometry of Map-Like Representations under Dynamic Cognitive Control. Proceedings of the Annual Meeting of the Cognitive Science Society, 44, https://escholarship.org/uc/item/28j425kf