ePC: Fast and Deep Predictive Coding in Digital Simulation
2026. 43rd International Conference on Machine Learning
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2026
Innocenti F, Achour EM, Bogacz R
On the Infinite Width and Depth Limits of Predictive Coding Networks
2026, Proceedings of the 43rd International Conference on Machine Learning
Dithering suppresses half-harmonic neural synchronisation to photic stimulation in humans.
2026. Brain Stimul, 19(3):103111.
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PMC13328066
Oliviers G, Tang M, Bogacz R
Bidirectional Predictive Coding
2026. The Fourteenth International Conference on Learning Representations
2025
Pinchetti L, Qi C, Lokshyn O, Oliviers G, Emde C, Tang M, M'Charrak A, Frieder S, Menzat B, Bogacz R, Lukasiewicz T, Salvatori T
Benchmarking Predictive Coding Networks - Made Simple
2025. International Conference on Learning Representations
Li TE, Tang M, Bogacz R
Predictive Coding Model Detects Novelty on Different Levels of Representation Hierarchy.
2025. Neural Comput, 37(8):1373-1408.
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PMC7618029
Dopamine encodes deep network teaching signals for individual learning trajectories.
2025. Cell, 188(14):3789-3805.e33.
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PMC7619352
Mirkhani N, McNamara CG, Oliviers G, Sharott A, Duchet B, Bogacz R
Response of neuronal populations to phase-locked stimulation: model-based predictions and validation.
2025. J Neurosci, 45(15):e2269242025
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PMC11984083
2024
Calder-Travis J, Charles L, Bogacz R, Yeung N
Bayesian confidence in optimal decisions.
2024. Psychol Rev, 131(5):1114-1160.
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PMC7617410
Millidge B, Song Y, Lak A, Walton ME, Bogacz R
Reward Bases: A simple mechanism for adaptive acquisition of multiple reward types.
2024. PLoS Comput Biol, 20(11)e1012580.
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PMC11614280