Papers

2022

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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Salvatori T, Song Y, Hong Y, Sha L, Frieder S, Xu Z, Bogacz R, Lukasiewicz T

Associative Memories via Predictive Coding.

2021. Adv. Neural Inf. Process Syst., 34:3874-3886.

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PMC7612799

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van Swieten MMH, Bogacz R, Manohar S

Hunger improves reinforcement-driven but not planned action.

2021. Cogn Affect Behav Neurosci, 21(6):1196-1206.

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PMC8563670

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Oswal A, Cao C, Yeh CH, Neumann WJ, Gratwicke J, Akram H, Horn A, Li D, Zhan S, Zhang C, Wang Q, Zrinzo L, Foltynie T, Limousin P, Bogacz R, Sun B, Husain M, Brown P, Litvak V

Neural signatures of hyperdirect pathway activity in Parkinson's disease.

2021. Nat Commun, 12(1):5185.

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PMC8408177

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Moeller M, Grohn J, Manohar S, Bogacz R

An association between prediction errors and risk-seeking: Theory and behavioral evidence.

2021. PLoS Comput Biol, 17(7)e1009213.

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PMC8318232

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Weerasinghe G, Duchet B, Bick C, Bogacz R

Optimal closed-loop deep brain stimulation using multiple independently controlled contacts

2021. PLoS Comput. Biol., 17(8):e1009281.

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PMC8405008

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Duchet B, Ghezzi F, Weerasinghe G, Tinkhauser G, Kühn AA, Brown P, Bick C, Bogacz R

Average beta burst duration profiles provide a signature of dynamical changes between the ON and OFF medication states in Parkinson's disease.

2021. PLoS Comput Biol, 17(7)e1009116.

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PMC8263069

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Duchet B, Weerasinghe G, Bick C, Bogacz R

Optimizing deep brain stimulation based on isostable amplitude in essential tremor patient models.

2021. J Neural Eng, 18(4):046023.

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PMC7610712

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2020

Song Y, Lukasiewicz T, Xu Z, Bogacz R

Can the Brain Do Backpropagation? -Exact Implementation of Backpropagation in Predictive Coding Networks.

2020. Adv Neural Inf Process Syst, 33:22566-22579.

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PMC7610561

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