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2017

Unit Publication
Whittington JCR
Bogacz R

An Approximation of the Error Backpropagation Algorithm in a Predictive Coding Network with Local Hebbian Synaptic Plasticity.

2017.Neural Comput, 29(5):1229-1262.
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PMC5467749
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875.14 KB
Unit Publication
Bogacz R

A tutorial on the free-energy framework for modelling perception and learning.

2017.J Math Psychol, 76(Pt B):198-211.

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PMC5341759
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666.05 KB
Unit Publication
Herz DM
Tan H
Brittain JS
Fischer P
Cheeran B
Green AL
Fitzgerald J
Aziz TZ
Ashkan K
Little S
Foltynie T
Limousin P
Zrinzo L
Bogacz R
Brown P

Distinct mechanisms mediate speed-accuracy adjustments in cortico-subthalamic networks.

2017. eLife, 6:e21481
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PMC5287713
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3.47 MB
Unit Publication
Kurzawa N
Summerfield C
Bogacz R

Neural Circuits Trained with Standard Reinforcement Learning Can Accumulate Probabilistic Information during Decision Making.

2017.Neural Comput, 29(2):368-393.

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PMC5462093
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772.46 KB

2016

Unit Publication
Mikhael JG
Bogacz R

Learning Reward Uncertainty in the Basal Ganglia.

2016.PLoS Comput. Biol., 12(9):e1005062.

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PMC5010205
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2.15 MB
Unit Publication
Bogacz R
Martin Moraud E
Abdi A
Magill PJ
Baufreton J

Properties of Neurons in External Globus Pallidus Can Support Optimal Action Selection.

2016.PLoS Comput. Biol., 12(7):e1005004.
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PMC4936724
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2.62 MB
Unit Publication
Herz DM
Zavala B
Bogacz R
Brown P

Neural Correlates of Decision Thresholds in the Human Subthalamic Nucleus.

2016.Curr. Biol., 26(7):916-20.

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PMC4826434
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1.35 MB
Unit Publication
Syed EC
Grima LL
Magill PJ
Bogacz R
Brown P
Walton ME

Action initiation shapes mesolimbic dopamine encoding of future rewards.

2016.Nat. Neurosci., 19(1):34-6.
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PMC4697363
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741.28 KB

2015

Unit Publication
Pavlides A
Hogan SJ
Bogacz R

Computational Models Describing Possible Mechanisms for Generation of Excessive Beta Oscillations in Parkinson's Disease.

2015.PLoS Comput. Biol., 11(12):e1004609.

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PMC4684204
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2.64 MB
Unit Publication
Grogan J
Bogacz R
Tsivos D
Whone AL
Coulthard EJ

Dopamine and Consolidation of Episodic Memory: Timing Is Everything.

2015.J Cogn Neurosci, 27(10):2035-50.

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PMC4880040
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641.9 KB
Unit Publication
Keuken MC
Van Maanen L
Bogacz R
Schäfer A
Neumann J
Turner R
Forstmann BU

The subthalamic nucleus during decision-making with multiple alternatives.

2015.Hum Brain Mapp, 36(10):4041-4052.

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PMC4896390
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568.6 KB
Unit Publication
Dodson PD
Larvin JT
Duffell JM
Garas FN
Doig NM
Kessaris N
Duguid IC
Bogacz R
Butt SJ
Magill PJ

Distinct developmental origins manifest in the specialized encoding of movement by adult neurons of the external globus pallidus.

2015. Neuron, 86(2):501-13.
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PMC4416107
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4.83 MB

2014

Onslow AC
Jones MW
Bogacz R

A canonical circuit for generating phase-amplitude coupling.

2014.PLoS ONE, 9(8):e102591.

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PMC4138025
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2.01 MB
Nevado-Holgado AJ
Mallet N
Magill PJ
Bogacz R

Effective connectivity of the subthalamic nucleus-globus pallidus network during Parkinsonian oscillations.

2014.J. Physiol. (Lond.), 592(7):1429-55.
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PMC3979604
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1.14 MB

2013

Green N
Bogacz R
Huebl J
Beyer AK
Kühn AA
Heekeren HR

Reduction of influence of task difficulty on perceptual decision making by STN deep brain stimulation.

2013.Curr. Biol., 23(17):1681-4.

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215.28 KB
Cassey TC
Evens DR
Bogacz R
Marshall JA
Ludwig CJ

Adaptive sampling of information in perceptual decision-making.

2013.PLoS ONE, 8(11):e78993.

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PMC3842256
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643.49 KB

2012

Marshall JA
Bogacz R
Gilchrist ID

Consistent implementation of decisions in the brain.

2012.PLoS ONE, 7(9):e43443.

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PMC3440404
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489.12 KB
Lloyd K
Becker N
Jones MW
Bogacz R

Learning to use working memory: a reinforcement learning gating model of rule acquisition in rats.

2012.Front Comput Neurosci, 6():87.

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PMC3483721
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1.01 MB
Pavlides A
Hogan SJ
Bogacz R

Improved conditions for the generation of beta oscillations in the subthalamic nucleus--globus pallidus network.

2012.Eur. J. Neurosci., 36(2):2229-39.

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2.44 MB
Coulthard EJ
Bogacz R
Javed S
Mooney LK
Murphy G
Keeley S
Whone AL

Distinct roles of dopamine and subthalamic nucleus in learning and probabilistic decision making.

2012.Brain, 135(Pt 12):3721-34.

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PMC3525052
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837.93 KB

2011

Nevado-Holgado AJ
Terry JR
Bogacz R

Bifurcation analysis points towards the source of beta neuronal oscillations in Parkinson's disease

2011. , (): .
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1.75 MB
Howard-Jones PA
Demetriou S
Bogacz R
Yoo JH
Leonards U

Toward a Science of Learning Games

2011. Brain, Mind and Education, 5(1): 33–41.
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651.41 KB
Bogacz R
Larsen T

Integration of reinforcement learning and optimal decision-making theories of the basal ganglia.

2011.Neural Comput, 23(4):817-51.

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887.27 KB
Lulham A
Bogacz R
Vogt S
Brown MW

An Infomax algorithm can perform both familiarity discrimination and feature extraction in a single network.

2011.Neural Comput, 23(4):909-26.

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424.97 KB
Kucewicz MT
Tricklebank MD
Bogacz R
Jones MW

Dysfunctional prefrontal cortical network activity and interactions following cannabinoid receptor activation.

2011.J. Neurosci., 31(43):15560-8.

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2.14 MB