Papers

2021

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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Bogacz R

Dopamine role in learning and action inference.

2020. eLife, 9:e53262

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PMC7392608

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van Swieten MMH, Bogacz R

Modeling the effects of motivation on choice and learning in the basal ganglia.

2020. PLoS Comput. Biol., 16(5):e1007465.

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PMC7274475

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