Bogacz Group
The Bogacz Group is based at the Brain Network Dynamics Unit, University of Oxford.
Approaches
Computational Modelling
Our group uses computer simulations and mathematical analyses to understand learning and activity dynamics of brain networks, and how they are effected by brain stimulation. We use models to investigate how neural circuits learn and work in the healthy state, and how their dynamics and information processing may be best restored by treatments.
Recent Papers
Benchmarking Predictive Coding Networks - Made Simple
2025. International Conference on Learning Representations
Predictive Coding Model Detects Novelty on Different Levels of Representation Hierarchy.
2025. Neural Comput, 37(8):1373-1408.
Free Full Text at Europe PMC
Dopamine encodes deep network teaching signals for individual learning trajectories.
2025. Cell, 188(14):3789-3805.e33.
Response of neuronal populations to phase-locked stimulation: model-based predictions and validation.
2025. J Neurosci, 45(15):e2269242025
Free Full Text at Europe PMC
Group Leader
Group Members
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