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2023

Unit Publication
Tang M
Barron HC
Bogacz R

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
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
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