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2023

Unit Publication
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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4.18 MB
Unit Publication
Millidge B
Song Y
Salvatori T
Lukasiewicz T
Bogacz R

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
Unit Publication
Millidge B
Song Y
Salvatori T
Lukasiewicz T
Bogacz R

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
Unit Publication
Calder-Travis J
Bogacz R
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
Unit Publication
Sermon JJ
Olaru M
Anso J
Cernera S
Little S
Shcherbakova M
Bogacz R
Starr P
Denison T
Duchet B

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
Unit Publication
Duchet B
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
Unit Publication
Herz DM
Bange M
Gonzalez-Escamilla G
Auer M
Muthuraman M
Glaser M
Bogacz R
Pogosyan A
Tan H
Groppa S
Brown P

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
Unit Publication
Tang M
Salvatori T
Millidge B
Song Y
Lukasiewicz T
Bogacz R

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
Unit Publication
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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Unit Publication
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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5.75 MB
Unit Publication
Wiest C
He S
Duchet B
Pogosyan A
Benjaber M
Denison T
Hasegawa H
Ashkan K
Baig F
Bertaina I
Morgante F
Pereira EA
Torrecillos F
Tan H

Evoked resonant neural activity in subthalamic local field potentials reflects basal ganglia network dynamics.

2023. Neurobiol Dis, 178:106019.

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PMC7614125
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5.22 MB
Unit Publication
West TO
Duchet B
Farmer SF
Friston KJ
Cagnan H

When do bursts matter in the primary motor cortex? Investigating changes in the intermittencies of beta rhythms associated with movement states.

2023. Prog Neurobiol, 221:102397.

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PMC7614511
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7.42 MB