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2024

Unit Publication
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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3.16 MB
Unit Publication
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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1.07 MB
Unit Publication
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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7.16 MB
Unit Publication
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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1.49 MB
Unit Publication
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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2.51 MB
Unit Publication
Duchet B
Denison T
Bogacz R

Patent Application: Selective Entrainment of Neural Rhythms by Neural Stimulation

2024. WO/2024/003537
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3.98 MB
Unit Publication
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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6.86 MB
Unit Publication
Tang M
Barron HC
Bogacz R

Sequential Memory with Temporal Predictive Coding

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PMC7615819
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3.68 MB
Unit Publication
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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1.83 MB