The Markov blankets of life: autonomy, active inference and the free energy principle M Kirchhoff, T Parr, E Palacios, K Friston, J Kiverstein Journal of The royal society interface 15 (138), 20170792, 2018 | 300 | 2018 |
The graphical brain: belief propagation and active inference KJ Friston, T Parr, B de Vries Network Neuroscience 1 (4), 381-414, 2017 | 256 | 2017 |
Deep temporal models and active inference KJ Friston, R Rosch, T Parr, C Price, H Bowman Neuroscience & Biobehavioral Reviews 90, 486-501, 2018 | 223 | 2018 |
Working memory, attention, and salience in active inference T Parr, KJ Friston Scientific Reports 7 (1), 14678, 2017 | 180 | 2017 |
Uncertainty, epistemics and active inference T Parr, KJ Friston Journal of the Royal Society Interface, 2017 | 165 | 2017 |
Generalised free energy and active inference T Parr, KJ Friston Biological cybernetics 113 (5), 495-513, 2019 | 142* | 2019 |
The anatomy of inference: generative models and brain structure T Parr, KJ Friston Frontiers in computational neuroscience, 90, 2018 | 125 | 2018 |
Markov blankets, information geometry and stochastic thermodynamics T Parr, L Da Costa, K Friston Philosophical Transactions of the Royal Society A 378 (2164), 20190159, 2020 | 118 | 2020 |
Deeply felt affect: the emergence of valence in deep active inference C Hesp, R Smith, T Parr, M Allen, KJ Friston, MJD Ramstead Neural computation 33 (2), 398-446, 2021 | 113 | 2021 |
Active inference on discrete state-spaces: a synthesis L Da Costa, T Parr, N Sajid, S Veselic, V Neacsu, K Friston Journal of Mathematical Psychology 99, 102447, 2020 | 106 | 2020 |
Attention or salience? T Parr, KJ Friston Current opinion in psychology 29, 1-5, 2019 | 106 | 2019 |
Computational neuropsychology and Bayesian inference T Parr, G Rees, KJ Friston Frontiers in human neuroscience, 61, 2018 | 106 | 2018 |
Free-energy minimization in joint agent-environment systems: A niche construction perspective J Bruineberg, E Rietveld, T Parr, L van Maanen, KJ Friston Journal of theoretical biology 455, 161-178, 2018 | 104 | 2018 |
In the body’s eye: the computational anatomy of interoceptive inference M Allen, A Levy, T Parr, KJ Friston BioRxiv, 603928, 2019 | 99* | 2019 |
Neurocomputational mechanisms underlying emotional awareness: insights afforded by deep active inference and their potential clinical relevance R Smith, RD Lane, T Parr, KJ Friston Neuroscience & Biobehavioral Reviews 107, 473-491, 2019 | 87 | 2019 |
Neuronal message passing using Mean-field, Bethe, and Marginal approximations T Parr, D Markovic, SJ Kiebel, KJ Friston Scientific reports 9 (1), 1-18, 2019 | 87 | 2019 |
Simulating emotions: An active inference model of emotional state inference and emotion concept learning R Smith, T Parr, KJ Friston Frontiers in Psychology, 2844, 2019 | 87 | 2019 |
The active construction of the visual world T Parr, KJ Friston Neuropsychologia 104, 92-101, 2017 | 79 | 2017 |
Active inference: demystified and compared N Sajid, PJ Ball, T Parr, KJ Friston Neural computation 33 (3), 674-712, 2021 | 62 | 2021 |
The emergence of synchrony in networks of mutually inferring neurons ER Palacios, T Isomura, T Parr, K Friston Scientific reports 9 (1), 1-14, 2019 | 62 | 2019 |