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2024

Unit Publication
Gava GP
Lefèvre L
Broadbelt T
McHugh SB
Lopes-Dos-Santos V
Brizee D
Hartwich K
Sjoberg H
Perestenko PV
Toth R
Sharott A
Dupret D

Organizing the coactivity structure of the hippocampus from robust to flexible memory.

2024. Science, 385(6713):1120-1127.

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PMC7616439
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13.68 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
Simpson TG
Godfrey W
Torrecillos F
He S
Herz DM
Oswal A
Muthuraman M
Pogosyan A
Tan H

Cortical beta oscillations help synchronise muscles during static posture holding in healthy motor control.

2024. Neuroimage, 298:120774.
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3.24 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
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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7.33 MB
Unit Publication
Guo X
He S
Geng X
Yao P
Wiest C
Nie Y
Tan H
Wang S

Quantifying local field potential dynamics with amplitude and frequency stability between ON and OFF medication and stimulation in Parkinson's disease.

2024. Neurobiol Dis, 197:106519.

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PMC7616028
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5.13 MB
Unit Publication
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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469.82 KB
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
Mandali A
Torrecillos F
Wiest C
Pogosyan A
He S
Soriano DC
Tan H
Stagg CJ
Cagnan H

Tuning the brakes - Modulatory role of transcranial random noise stimulation on inhibition.

2024. Brain Stimul, 17(2):392-394.

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PMC7616112
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1.24 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
Avvisati R
Kaufmann AK
Young CJ
Portlock GE
Cancemi S
Costa RP
Magill PJ
Dodson PD

Distributional coding of associative learning in discrete populations of midbrain dopamine neurons.

2024. Cell Rep, 43(4):114080.

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PMC7616095
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7.26 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
van Rheede JJ
Alagapan S
Denison T
Riva-Posse P
Rozell CJ
Mayberg HS
Waters AC
Sharott A

Cortical signatures of sleep are altered following effective deep brain stimulation for depression.

2024. Transl Psychiatry, 14(1):103.

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PMC10879134
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2.86 MB
Unit Publication
Oswal A
Abdi-Sargezeh B
Sharma A
Özkurt TE
Taulu S
Sarangmat N
Green AL
Litvak V

Spatiotemporal signal space separation for regions of interest: Application for extracting neuromagnetic responses evoked by deep brain stimulation.

2024. Hum Brain Mapp, 45(2)e26602.

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PMC10826894
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4.7 MB
Unit Publication
Clarke-Williams CJ
Lopes-Dos-Santos V
Lefèvre L
Brizee D
Causse AA
Rothaermel R
Hartwich K
Perestenko PV
Toth R
McNamara CG
Sharott A
Dupret D

Coordinating brain-distributed network activities in memory resistant to extinction.

2024. Cell, 187(2):409-427.
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PMC7615560
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8.24 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
Unit Publication
Schoenfeld MJ
Thom J
Williams J
Stagg CJ
Zich C

Relationship between skill training and skill transfer through the example of bimanual motor learning.

2024. Eur J Neurosci, 59(1):54-68.

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PMC7615689
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1.58 MB

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
Wendt K
Sorkhabi MM
Stagg CJ
Fleming MK
Denison T
O'Shea J

The effect of pulse shape in theta-burst stimulation: Monophasic vs biphasic TMS.

2023. Brain Stimul, 16(4):1178-1185.
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PMC10444700
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2.6 MB
Unit Publication
Fleming JE
Pont Sanchis I
Lemmens O
Denison-Smith A
West TO
Denison T
Cagnan H

From dawn till dusk: Time-adaptive bayesian optimization for neurostimulation.

2023. PLoS Comput Biol, 19(12)e1011674.

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PMC10718444
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2.94 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