Papers

2017

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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Tinkhauser G, Pogosyan A, Little S, Beudel M, Herz DM, Tan H, Brown P

The modulatory effect of adaptive deep brain stimulation on beta bursts in Parkinson's disease.

2017. Brain, 140(4):1053-1067.

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PMC5382944

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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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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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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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Cagnan H, Pedrosa D, Little S, Pogosyan A, Cheeran B, Aziz TZ, Green AL, Fitzgerald J, Foltynie T, Limousin P, Zrinzo L, Hariz M, Friston KJ, Denison T, Brown P