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Preprints
2025
2024
How to design optimal brain stimulation to modulate phase-amplitude coupling?
Bogacz R, Meulemans A
Learning probability distributions of sensory inputs with Monte Carlo Predictive Coding
Mirkhani N, McNamara CG, Sharott A, Duchet B, Bogacz R
Response of neuronal populations to phase-locked stimulation: model-based predictions and validation
2023
Millidge B, Tang M, Osanlouy M, Harper NS, Bogacz R
Predictive Coding Networks for Temporal Prediction
Fritsche M, Majumdar A, Strickland LAM, Liebana Garcia S, Bogacz R, Lak A
Temporal regularities shape perceptual decisions and striatal dopamine signals
Dopamine encoding of novelty facilitates efficient uncertainty-driven exploration
2022
Möller M, Manohar S, Bogacz R
Uncertainty-guided learning with scaled prediction errors in the basal ganglia
Tang M, Salvatori T, Millidge B, Song Y, Lukasiewicz T, Bogacz R
Recurrent predictive coding models for associative memory employing covariance learning
Song Y, Millidge B, Salvatori T, Lukasiewicz T, Xu Z, Bogacz R