Papers

2024

Oliviers G, Bogacz R, Meulemans A

Learning probability distributions of sensory inputs with Monte Carlo predictive coding.

2024. PLoS Comput Biol, 20(10)e1012532.

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PMC11524488

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Fritsche M, Majumdar A, Strickland LAM, Liebana Garcia S, Bogacz R, Lak A

Temporal regularities shape perceptual decisions and striatal dopamine signals.

2024. Nat Commun, 15(1):7093.

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PMC11330509

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Duchet B, Bogacz R

How to design optimal brain stimulation to modulate phase-amplitude coupling?

2024. J Neural Eng, 21(4).

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PMC7616267

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Wang Y, Lak A, Manohar S, Bogacz R

Dopamine encoding of novelty facilitates efficient uncertainty-driven exploration.

2024. PLoS Comput Biol, 20(4)e1011516.

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PMC11051659

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Millidge B, Tang M, Osanlouy M, Harper NS, Bogacz R

Predictive coding networks for temporal prediction.

2024. PLoS Comput Biol, 20(4)e1011183.

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PMC11008833

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Sermon JJ, Wiest C, Tan H, Denison T, Duchet B

Evoked resonant neural activity long-term dynamics can be reproduced by a computational model with vesicle depletion.

2024. Neurobiol Dis, 199:106565.

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PMC11300885

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Sermon JJ, Benjaber M, Duchet B, Anso J, Olaru M, Starr P, Denison T

1:2 entrainment is not a device-induced artefact, except when it is.

2024. Brain Stimul, 17(2):149-151.

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PMC7615995

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Salvatori T, Song Y, Yordanov Y, Millidge B, Sha L, Emde C, Xu Z, Bogacz R, Lukasiewicz T

A Stable, Fast, and Fully Automatic Learning Algorithm for Predictive Coding Networks

2024. The Twelveth International Conference on Learning Representations

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

Inferring neural activity before plasticity as a foundation for learning beyond backpropagation.

2024. Nat Neurosci, 27(2):348-358.

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PMC7615830

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2023

Averna A, Debove I, Nowacki A, Petermann K, Duchet B, Sousa M, Bernasconi E, Alva L, Lachenmayer ML, Schuepbach M, Pollo C, Krack P, Nguyen TAK, Tinkhauser G

Spectral Topography of the Subthalamic Nucleus to Inform Next-Generation Deep Brain Stimulation.

2023. Mov Disord, 38(5):818-830.

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PMC7615852

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