Beren Millidge
Publications by Year
Research Areas
Neural dynamics and brain function, Embodied and Extended Cognition, Functional Brain Connectivity Studies, Neural Networks and Applications, Advanced Memory and Neural Computing
Most-Cited Works
- → On Bayesian mechanics: a physics of and by beliefs(2023)108 cited
- → Predictive Coding Approximates Backprop Along Arbitrary Computation Graphs(2022)85 cited
- → Inferring neural activity before plasticity as a foundation for learning beyond backpropagation(2024)72 cited
- → Reinforcement Learning through Active Inference(2020)57 cited
- → Active Inference in Robotics and Artificial Agents: Survey and Challenges(2021)55 cited
- → Hybrid predictive coding: Inferring, fast and slow(2023)51 cited
- → Collective behavior from surprise minimization(2024)41 cited
- → Sophisticated Affective Inference: Simulating Anticipatory Affective Dynamics of Imagining Future Events(2020)37 cited
- → Designing ecosystems of intelligence from first principles(2024)31 cited
- → Recurrent predictive coding models for associative memory employing covariance learning(2023)29 cited