Concepedia

Beren Millidge

BM

27

Publications

786

Citations

15

H-Index

2019

Active since

Affiliations

University of Sussex(Current)

University of Oxford

MRC Brain Network Dynamics Unit

University of Edinburgh

VERSES (United States)

Beren Millidge is an author at University of Sussex specializing in engineering, cognitive science, and computer science.

Top concepts

EngineeringComputer ScienceCognitive ScienceSocial SciencesMachine LearningArtificial IntelligenceComputational NeuroscienceNeuroscienceActive InferenceData Science

Publications per year

2019–2024

27

Publications

27

On Bayesian mechanics: a physics of and by beliefs

Maxwell J. D. Ramstead, Dalton A R Sakthivadivel, Conor Heins et al. · Interface Focus · 2023 · 108 citations · Full text

Engineering, Bayesian Inference, Gibbs Measure +16

Predictive Coding Approximates Backprop Along Arbitrary Computation Graphs

Beren Millidge, Alexander Tschantz, Christopher L. Buckley · Neural Computation · 2022 · 82 citations

Inferring neural activity before plasticity as a foundation for learning beyond backpropagation

Yuhang Song, Beren Millidge, Tommaso Salvatori et al. · Nature Neuroscience · 2024 · 67 citations · Full text

Reinforcement Learning through Active Inference

Alexander Tschantz, Beren Millidge, Anil C. Seth et al. · arXiv (Cornell University) · 2020 · 57 citations · Full text

Artificial Intelligence, Cognitive Science, Engineering +13

Active Inference in Robotics and Artificial Agents: Survey and Challenges

Pablo Lanillos, Cristian Meo, Corrado Pezzato et al. · arXiv (Cornell University) · 2021 · 55 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

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