Publications
2026
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(Submitted) ProtGPT3: an Open-source family of Promptable and Aligned Protein Language ModelsAdvances in Neural Information Processing Systems (NeurIPS), 2026 -
(Submitted) Reinforcement Learning Guides Generative Protein Language ModelsNature Communications, 2026 -
Steering generative models for protein design: Aligning and conditioning strategiesCurrent Opinion in Structural Biology, 2026 -

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(In-preparation) Integrating Reward- and Error- Based Learning via Action Gradients: A Systems Theory of Cerebellar and Basal Ganglia InteractionsIn preparation, 2026
2024
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Relating Human Error–Based Learning to Modern Deep RL AlgorithmsNeural Computation, 2024
2019
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Social Cognitive and Affective Neuroscience, 2019
Contributed Talks
2026
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Eric and Wendy Schmidt Center Symposium: Biomedical Science and AI, 2026
2021
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Neuromatch Conference, 2021
2016
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The effect of local environmental context changes on intentional and unintentional memory retrievalBritish Psychology Association South West Undergraduate Conference, 2016
Selected Posters
2023
2022
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What deep reinforcement learning tells us about human motor learning and vice-versaCSHL From Neuroscience to Artificially Intelligent conference, 2022
2017
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The impact of threat of shock-induced anxiety on the neural substrates of memory encoding and retrievalUCL Neuroscience Symposium, 2017

