Publications | mrcbndu

Yeung N

Bayesian confidence in optimal decisions.

2024. Psychol Rev, 131(5):1114-1160.

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PMC7617410

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4.13 MB

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Millidge B

Lak A

Walton ME

Reward Bases: A simple mechanism for adaptive acquisition of multiple reward types.

2024. PLoS Comput Biol, 20(11)e1012580.

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PMC11614280

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2.38 MB

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Oliviers G

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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3.16 MB

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Fritsche M

Majumdar A

Strickland LAM

Liebana Garcia S

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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1.07 MB

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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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7.16 MB

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Wang Y

Lak A

Manohar S

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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1.49 MB

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Millidge B

Tang M

Osanlouy M

Harper NS

Predictive coding networks for temporal prediction.

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

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PMC11008833

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2.51 MB

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Sermon JJ

Wiest C

Tan H

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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7.33 MB

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Sermon JJ

Benjaber M

Anso J

Olaru M

Starr P

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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Patent Application: Selective Entrainment of Neural Rhythms by Neural Stimulation

2024. WO/2024/003537

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3.98 MB

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Salvatori T

Yordanov Y

Millidge B

Sha L

Emde C

Xu Z

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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6.86 MB

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Millidge B

Salvatori T

Lukasiewicz T

Xu Z

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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1.83 MB

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Averna A

Debove I

Nowacki A

Petermann K

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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Sequential Memory with Temporal Predictive Coding.

2023. Adv Neural Inf Process Syst, 36:44341-44355.

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PMC7615819

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3.68 MB

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Millidge B

Salvatori T

Lukasiewicz T

A Theoretical Framework for Inference and Learning in Predictive Coding Networks

2023. The Eleventh International Conference on Learning Representations

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1.2 MB

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Millidge B

Salvatori T

Lukasiewicz T

Backpropagation at the Infinitesimal Inference Limit of Energy-Based Models: Unifying Predictive Coding, Equilibrium Propagation, and Contrastive Hebbian Learning

2023. The Eleventh International Conference on Learning Representations

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1.07 MB

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Calder-Travis J

Yeung N

Expressions for Bayesian confidence of drift diffusion observers in fluctuating stimuli tasks

2023, Journal of Mathematical Psychology, 117, 102815

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PMC7615478

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1.14 MB

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Sermon JJ

Olaru M

Anso J

Cernera S

Little S

Shcherbakova M

Starr P

Sub-harmonic entrainment of cortical gamma oscillations to deep brain stimulation in Parkinson's disease: Model based predictions and validation in three human subjects.

2023. Brain Stimul, 16(5):1412-1424.

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PMC10635843

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Bick C

Byrne Á

Mean-Field Approximations With Adaptive Coupling for Networks With Spike-Timing-Dependent Plasticity.

2023. Neural Comput, 35(9):1481-1528.

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PMC10422128

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21.79 MB

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Herz DM

Bange M

Gonzalez-Escamilla G

Auer M

Muthuraman M

Glaser M

Groppa S

Dynamic modulation of subthalamic nucleus activity facilitates adaptive behavior.

2023. PLoS Biol, 21(6)e3002140.

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PMC10234560

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2.88 MB

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Tang M

Salvatori T

Millidge B

Lukasiewicz T

Recurrent predictive coding models for associative memory employing covariance learning.

2023. PLoS Comput Biol, 19(4)e1010719.

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PMC10132551

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2.24 MB

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van Swieten MMH

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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Sermon JJ

Weerasinghe G