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Publications

Predicting the effects of deep brain stimulation using a reduced coupled oscillator model.

Journal article

Weerasinghe G. et al, (2019), PLoS Comput Biol, 15

Predicting beta bursts from local field potentials to improve closed-loop DBS paradigms in Parkinson’s patients

Conference paper

Moraud EM. et al, (2018), 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

Deep Brain Stimulation of the Subthalamic Nucleus Does Not Affect the Decrease of Decision Threshold during the Choice Process When There Is No Conflict, Time Pressure, or Reward

Journal article

Leimbach F. et al, (2018), Journal of Cognitive Neuroscience, 30, 876 - 884

Time-varying decision boundaries: insights from optimality analysis

Journal article

Malhotra G. et al, (2018), Psychonomic Bulletin & Review, 25, 971 - 996

Dendritic Integration of Sensory Evidence in Perceptual Decision-Making

Journal article

Groschner LN. et al, (2018), Cell, 173, 894 - 905.e13

Mechanisms Underlying Decision-Making as Revealed by Deep-Brain Stimulation in Patients with Parkinson’s Disease

Journal article

Herz DM. et al, (2018), Current Biology, 28, 1169 - 1178.e6

Selective Effects of the Loss of NMDA or mGluR5 Receptors in the Reward System on Adaptive Decision-Making

Journal article

Cieślak PE. et al, (2018), eneuro, 5, ENEURO.0331 - 18.2018

Abstract

Journal article

(2017)

Effects of dopamine on reinforcement learning and consolidation in Parkinson’s disease

Journal article

Grogan JP. et al, (2017), eLife, 6

Overcoming indecision by changing the decision boundary.

Journal article

Malhotra G. et al, (2017), Journal of Experimental Psychology: General, 146, 776 - 805

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

Journal article

Whittington JCR. and Bogacz R., (2017), Neural Computation, 29, 1229 - 1262

The Cognitive Role of the Globus Pallidus interna; Insights from Disease States

Journal article

Gillies MJ. et al, (2017), Experimental Brain Research, 235, 1455 - 1465

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

Journal article

Bogacz R., (2017), Journal of Mathematical Psychology, 76, 198 - 211

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

Journal article

Kurzawa N. et al, (2017), Neural Computation, 29, 368 - 393

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

Journal article

Herz DM. et al, (2017), eLife, 6

Learning Reward Uncertainty in the Basal Ganglia

Journal article

Mikhael JG. and Bogacz R., (2016), PLOS Computational Biology, 12, e1005062 - e1005062

Neuroscience: Impaired Decision-Making in Parkinson’s Disease

Journal article

Herz DM. et al, (2016), Current Biology, 26, R671 - R673

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

Journal article

Bogacz R. et al, (2016), PLOS Computational Biology, 12, e1005004 - e1005004

Neural Correlates of Decision Thresholds in the Human Subthalamic Nucleus

Journal article

Herz DM. et al, (2016), Current Biology, 26, 916 - 920

Action initiation shapes mesolimbic dopamine encoding of future rewards

Journal article

Syed ECJ. et al, (2016), Nature Neuroscience, 19, 34 - 36

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