| Predictive coding: a theoretical and experimental review B Millidge, A Seth, CL Buckley arXiv preprint arXiv:2107.12979, 2021 | 108 | 2021 |
| How particular is the physics of the free energy principle? M Aguilera, B Millidge, A Tschantz, CL Buckley Physics of Life Reviews 40, 24-50, 2022 | 91 | 2022 |
| Deep active inference as variational policy gradients B Millidge Journal of Mathematical Psychology 96, 102348, 2020 | 91 | 2020 |
| Predictive coding approximates backprop along arbitrary computation graphs B Millidge, A Tschantz, CL Buckley Neural Computation 34 (6), 1329-1368, 2022 | 85 | 2022 |
| On the relationship between active inference and control as inference B Millidge, A Tschantz, AK Seth, CL Buckley Active Inference: First International Workshop, IWAI 2020, Co-located with …, 2020 | 83 | 2020 |
| Active inference in robotics and artificial agents: Survey and challenges P Lanillos, C Meo, C Pezzato, AA Meera, M Baioumy, W Ohata, ... arXiv preprint arXiv:2112.01871, 2021 | 71 | 2021 |
| Whence the expected free energy? B Millidge, A Tschantz, CL Buckley Neural Computation 33 (2), 447-482, 2021 | 60 | 2021 |
| Reinforcement learning through active inference A Tschantz, B Millidge, AK Seth, CL Buckley arXiv preprint arXiv:2002.12636, 2020 | 59 | 2020 |
| On Bayesian mechanics: a physics of and by beliefs MJD Ramstead, DAR Sakthivadivel, C Heins, M Koudahl, B Millidge, ... Interface Focus 13 (3), 20220029, 2023 | 31 | 2023 |
| Sophisticated affective inference: simulating anticipatory affective dynamics of imagining future events C Hesp, A Tschantz, B Millidge, M Ramstead, K Friston, R Smith Active Inference: First International Workshop, IWAI 2020, Co-located with …, 2020 | 31 | 2020 |
| pymdp: A Python library for active inference in discrete state spaces C Heins, B Millidge, D Demekas, B Klein, K Friston, I Couzin, A Tschantz arXiv preprint arXiv:2201.03904, 2022 | 22 | 2022 |
| Relaxing the constraints on predictive coding models B Millidge, A Tschantz, A Seth, CL Buckley arXiv preprint arXiv:2010.01047, 2020 | 22 | 2020 |
| Curious inferences: Reply to sun and firestone on the dark room problem AK Seth, B Millidge, CL Buckley, A Tschantz Trends in Cognitive Sciences 24 (9), 681-683, 2020 | 19 | 2020 |
| Combining active inference and hierarchical predictive coding: A tutorial introduction and case study B Millidge PsyArXiv, 2019 | 19 | 2019 |
| Neural kalman filtering B Millidge, A Tschantz, A Seth, C Buckley arXiv preprint arXiv:2102.10021, 2021 | 18 | 2021 |
| Predictive coding: towards a future of deep learning beyond backpropagation? B Millidge, T Salvatori, Y Song, R Bogacz, T Lukasiewicz arXiv preprint arXiv:2202.09467, 2022 | 17 | 2022 |
| Implementing predictive processing and active inference: Preliminary steps and results B Millidge PsyArXiv, 2019 | 16 | 2019 |
| Learning on arbitrary graph topologies via predictive coding T Salvatori, L Pinchetti, B Millidge, Y Song, T Bao, R Bogacz, ... Advances in neural information processing systems 35, 38232-38244, 2022 | 14 | 2022 |
| Activation relaxation: A local dynamical approximation to backpropagation in the brain B Millidge, A Tschantz, AK Seth, CL Buckley arXiv preprint arXiv:2009.05359, 2020 | 14 | 2020 |
| Universal hopfield networks: A general framework for single-shot associative memory models B Millidge, T Salvatori, Y Song, T Lukasiewicz, R Bogacz International Conference on Machine Learning, 15561-15583, 2022 | 13 | 2022 |
Christopher L. BuckleyUniversity of Sussex在 sussex.ac.uk 的电子邮件经过验证
