Papers

2023

van Swieten MMH, Bogacz R, Manohar S

Gambling on an empty stomach: Hunger modulates preferences for learned but not described risks.

2023. Brain Behav, 13(5)e2978.

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PMC10176009

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Duchet B, Sermon JJ, Weerasinghe G, Denison T, Bogacz R

How to entrain a selected neuronal rhythm but not others: open-loop dithered brain stimulation for selective entrainment.

2023. J Neural Eng, 20(2).

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PMC7614323

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2022

Salvatori T, Pinchetti L, Millidge B, Song Y, Bao T, Bogacz R, Lukasiewicz T

Learning on Arbitrary Graph Topologies via Predictive Coding

2022. Advances in Neural Information Processing Systems, 35, 38232-38244

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PMC7614467

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Millidge B, Salvatori T, Song Y, Lukasiewicz T, Bogacz R

Universal Hopfield Networks: A General Framework for Single-Shot Associative Memory Models

2022. Proceedings of the 39th International Conference on Machine Learning, PMLR 162:15561-15583

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PMC7614148

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Herz DM, Bange M, Gonzalez-Escamilla G, Auer M, Ashkan K, Fischer P, Tan H, Bogacz R, Muthuraman M, Groppa S, Brown P

Dynamic control of decision and movement speed in the human basal ganglia.

2022. Nat Commun, 13(1):7530.

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PMC9729212

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Salvatori T, Song Y, Xu Z, Lukasiewicz T, Bogacz R

Reverse Differentiation via Predictive Coding

In Proceedings of the 36th AAAI Conference on Artificial Intelligence‚ AAAI 2022 ‚Vancouver, BC, Canada, February 22--March 1‚ 2022 (Vol. 10177, pp. 507-524). AAAI Press.

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Patai EZ, Foltynie T, Limousin P, Akram H, Zrinzo L, Bogacz R, Litvak V

Conflict Detection in a Sequential Decision Task Is Associated with Increased Cortico-Subthalamic Coherence and Prolonged Subthalamic Oscillatory Response in the β Band.

2022. J Neurosci, 42(23):4681-4692.

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PMC9186803

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Möller M, Manohar S, Bogacz R

Uncertainty-guided learning with scaled prediction errors in the basal ganglia.

2022. PLoS Comput Biol, 18(5)e1009816.

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PMC9182698

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Lefebvre G, Summerfield C, Bogacz R

A Normative Account of Confirmation Bias During Reinforcement Learning.

2022. Neural Comput, 34(2):307-337.

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PMC7612695

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2021

Zamora M, Meller S, Kajin F, Sermon JJ, Toth R, Benjaber M, Dijk DJ, Bogacz R, Worrell G, Valentin A, Duchet B, Volk HA, Denison T

Case Report: Embedding "Digital Chronotherapy" Into Medical Devices-A Canine Validation for Controlling Status Epilepticus Through Multi-Scale Rhythmic Brain Stimulation.

2021. Front Neurosci, 15:734265.

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PMC8498587

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