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2024

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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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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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
Tang CW
Zich C
Quinn AJ
Woolrich M
Hsu SP
Juan CH
Lee IH
Stagg CJ

Post-stroke upper limb recovery is correlated with dynamic resting-state network connectivity.

2024. Brain Commun, 6(1):fcae011.

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PMC10853981
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1.28 MB
Edwards JD
Dominguez-Vargas AU
Rosso C
Branscheidt M
Sheehy L
Quandt F
Zamora SA
Fleming MK
Azzollini V
Mooney RA
Stagg CJ
Gerloff C
Rossi S
Cohen LG
Celnik P
Nitsche MA
Buetefisch CM
Dancause N

A translational roadmap for transcranial magnetic and direct current stimulation in stroke rehabilitation: Consensus-based core recommendations from the third stroke recovery and rehabilitation roundtable.

2024. Int J Stroke, 19(2):145-157.

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PMC10811969
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692.69 KB
Edwards JD
Dominguez-Vargas AU
Rosso C
Branscheidt M
Sheehy L
Quandt F
Zamora SA
Fleming MK
Azzollini V
Mooney RA
Stagg CJ
Gerloff C
Rossi S
Cohen LG
Celnik P
Nitsche MA
Buetefisch CM
Dancause N

A translational roadmap for transcranial magnetic and direct current stimulation in stroke rehabilitation: Consensus-based core recommendations from the third stroke recovery and rehabilitation roundtable.

2024. Neurorehabil Neural Repair, 38(1):19-29.

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PMC10860359
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539.6 KB
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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6.58 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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1.49 MB

2023

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
Attali D
Tiennot T
Schafer M
Fouragnan EF
Sallet J
Caskey CF
Chen R
Darmani G
Bubrick EJ
Butler C
Stagg CJ
Klein-Flügge MC
Verhagen L
Yoo SS
Pauly KB
Aubry JF

Three-layer model with absorption for conservative estimation of the maximum acoustic transmission coefficient through the human skull for transcranial ultrasound stimulation.

2023. Brain Stimul, 16(1):48-55.

Andrushko JW
Levenstein JM
Zich C
Edmond EC
Campbell J
Clarke WT
Emir UE
Farthing JP
Stagg CJ

Repeated unilateral handgrip contractions alter functional connectivity and improve contralateral limb response times.

2023. Sci Rep, 13(1):6437.

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PMC10119116
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1.55 MB
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.

Free Full Text at Europe PMC
PMC10444700
Lea-Carnall CA
El-Deredy W
Stagg CJ
Williams SR
Trujillo-Barreto NJ

A mean-field model of glutamate and GABA synaptic dynamics for functional MRS.

2023. Neuroimage, 266:119813.

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PMC7614487
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1.96 MB
Nandi T
Johnstone A
Martin E
Zich C
Cooper R
Bestmann S
Bergmann TO
Treeby BE
Stagg CJ

Ramped V1 transcranial ultrasonic stimulation modulates but does not evoke visual evoked potentials.

2023. Brain Stimul, 16(2):553-555.

Yaakub SN
White A
Roberts J
Martin E
Verhagen L
Stagg CJ
Hall S
Fouragnan EF

Transcranial focused ultrasound-mediated neurochemical and functional connectivity changes in deep cortical regions in humans.

2023. Nat Commun, 14(1):5318.

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PMC10474159
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2.23 MB
Paparella I
Vanderwalle G
Stagg CJ
Maquet P

An integrated measure of GABA to characterize post-stroke plasticity.

2023. Neuroimage Clin, 39:103463.

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PMC10339061
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1.95 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
Dearnley B
Jones MR
Dervinis M
Okun M

Brain state transitions primarily impact the spontaneous rate of slow-firing neurons.

2023. Cell Rep, 42(10):113185.

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