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Publications

Dynamic control of decision and movement speed in the human basal ganglia

Herz DM. et al, (2022), Nature Communications, 13

Learning on Arbitrary Graph Topologies via Predictive Coding.

Salvatori T. et al, (2022), Adv Neural Inf Process Syst, 35, 38232 - 38244

Universal Hopfield Networks: A General Framework for Single-Shot Associative Memory Models.

Millidge B. et al, (2022), Proc Mach Learn Res, 162, 15561 - 15583

Conflict detection in a sequential decision task is associated with increased cortico-subthalamic coherence and prolonged subthalamic oscillatory response in the beta band.

Patai EZ. et al, (2022), J Neurosci

PAX-D: study protocol for a randomised placebo-controlled trial evaluating the efficacy and mechanism of pramipexole as add-on treatment for people with treatment resistant depression

Au-Yeung SK. et al, (2022), Evidence Based Mental Health, 25, 77 - 83

Uncertainty-guided learning with scaled prediction errors in the basal ganglia.

Möller M. et al, (2022), PLoS Comput Biol, 18

Predictive Coding: Towards a Future of Deep Learning beyond Backpropagation?

Millidge B. et al, (2022), IJCAI International Joint Conference on Artificial Intelligence, 5538 - 5545

Hunger improves reinforcement-driven but not planned action.

van Swieten MMH. et al, (2021), Cogn Affect Behav Neurosci, 21, 1196 - 1206

Associative Memories via Predictive Coding

Salvatori T. et al, (2021)

A Normative Account of Confirmation Bias During Reinforcement Learning.

Lefebvre G. et al, (2021), Neural Comput, 1 - 31

Optimal closed-loop deep brain stimulation using multiple independently controlled contacts

WEERASINGHE G. et al, (2021), PLoS Computational Biology

Optimizing deep brain stimulation based on isostable amplitude in essential tremor patient models

Duchet B. et al, (2021), Journal of Neural Engineering, 18, 046023 - 046023

An Association Between Prediction Errors and Risk-Seeking: Theory and Behavioral Evidence

Moeller M. et al, (2021), PLoS Computational Biology

Average beta burst duration profiles provide a signature of dynamical changes between the ON and OFF medication states in Parkinson's disease.

Duchet B. et al, (2021), PLoS Comput Biol, 17

Case Report: Embedding "Digital Chronotherapy" Into Medical Devices-A Canine Validation for Controlling Status Epilepticus Through Multi-Scale Rhythmic Brain Stimulation.

Zamora M. et al, (2021), Front Neurosci, 15

Gambling on an empty stomach: Hunger modulates preferences for learned but not described risks

van Swieten MMH. et al, (2021)

Hunger improves reinforcement-driven but not planned action

van Swieten MMH. et al, (2021)

Phase-dependence of response curves to deep brain stimulation and their relationship: from essential tremor patient data to a Wilson–Cowan model

Duchet B. et al, (2020), The Journal of Mathematical Neuroscience, 10

Can the Brain Do Backpropagation? — Exact Implementation of Backpropagation in Predictive Coding Networks

Song Y. et al, (2020)

Dopamine role in learning and action inference

Bogacz R., (2020), eLife, 9

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