publications
A list of my notable publications.
2024
- Deep CANALs: A Deep Learning Approach to Refining the Canalization Theory of PsychopathologyNeuroscience of Consciousness, 2024
- A dual-receptor model of serotonergic psychedelics: therapeutic insights from simulated cortical dynamicsbioRxiv, 2024
2023
2022
- On the link between conscious function and general intelligence in humans and machinesTransactions on Machine Learning Research, 2022
- Neuro-Nav: A Library for Neurally-Plausible Reinforcement LearningIn The 5th Multidisciplinary Conference on Reinforcement Learning and Decision Making, 2022
- The perceiver architecture is a functional global workspaceIn Proceedings of the Annual Meeting of the Cognitive Science Society, 2022
2020
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- A Biologically-Inspired Dual Stream World ModelIn NeurIPS Workshop on Biological and Artificial Reinforcement Learning, 2020
2019
- Obstacle tower: A generalization challenge in vision, control, and planningarXiv preprint arXiv:1902.01378, 2019
- Learning to Integrate Egocentric and Allocentric Information using a Goal-directed Reward SignalJournal of Vision, 2019
2018
2016
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- Spatial localization accuracy varies with the fractal dimension of the environmentJournal of Vision, 2016
2013
- Cognitive Ability Predicts Older Adult Performance in a Complex Task but is Moderated by Social InteractionIn Proceedings of the Human Factors and Ergonomics Society Annual Meeting, 2013