Neuropsychological constraints to human data production on a global scale - Claudius Gros; Gregor Kaczor; Dimitrije Markovic (CoRR, 2011)

Intrinsic Adaptation in Autonomous Recurrent Neural Networks. - Dimitrije Markovic; Claudius Gros (Neural Comput., 2012)

Modeling the Evolution of Beliefs Using an Attentional Focus Mechanism. - Dimitrije Markovic; Jan Gläscher; Peter Bossaerts; John P. O'Doherty; Stefan J. Kiebel (PLoS Comput. Biol., 2015)

Body movement to sound interface with vector autoregressive hierarchical hidden Markov models. - Dimitrije Markovic; Borjana Valcic; Nebojsa Malesevic (CoRR, 2016)

Comparative Analysis of Behavioral Models for Adaptive Learning in Changing Environments. - Dimitrije Markovic; Stefan J. Kiebel (Frontiers Comput. Neurosci., 2016)

Inferring Neuronal Dynamics from Calcium Imaging Data Using Biophysical Models and Bayesian Inference. - Vahid Rahmati; Knut Kirmse; Dimitrije Markovic; Knut Holthoff; Stefan J. Kiebel (PLoS Comput. Biol., 2016)

Decoding of individual finger movements from surface EMG signals using vector autoregressive hierarchical hidden Markov models (VARHHMM). - Nebojsa Malesevic; Dimitrije Markovic; Gunter Kanitz; Marco Controzzi; Christian Cipriani; Christian Antfolk (ICORR, 2017)

Adaptive Interface for Mapping Body Movements to Sounds. - Dimitrije Markovic; Nebojsa Malesevic (EvoMUSART, 2018)

Vector Autoregressive Hierarchical Hidden Markov Models for Extracting Finger Movements Using Multichannel Surface EMG Signals. - Nebojsa Malesevic; Dimitrije Markovic; Gunter Kanitz; Marco Controzzi; Christian Cipriani; Christian Antfolk (Complex., 2018)

Active Inference, Belief Propagation, and the Bethe Approximation. - Sarah Schwöbel; Stefan J. Kiebel; Dimitrije Markovic (Neural Comput., 2018)

Deterministic response strategies in a trial-and-error learning task. - Holger Mohr; Katharina Zwosta; Dimitrije Markovic; Sebastian Bitzer; Uta Wolfensteller; Hannes Ruge (PLoS Comput. Biol., 2018)

Predicting change: Approximate inference under explicit representation of temporal structure in changing environments. - Dimitrije Markovic; Andrea M. F. Reiter; Stefan J. Kiebel (PLoS Comput. Biol., 2019)

Dynamic integration of forward planning and heuristic preferences during multiple goal pursuit. - Florian Ott; Dimitrije Markovic; Alexander Strobel; Stefan J. Kiebel (PLoS Comput. Biol., 2020)

Neuronal Sequence Models for Bayesian Online Inference. - Sascha Frölich; Dimitrije Markovic; Stefan J. Kiebel (Frontiers Artif. Intell., 2021)

Editorial: Probabilistic Perspectives on Brain (Dys)function. - Thomas Parr; Dimitrije Markovic; Maxwell James D. Ramstead; Ryan Smith; Casper Hesp; Karl J. Friston (Frontiers Artif. Intell., 2021)

An empirical evaluation of active inference in multi-armed bandits. - Dimitrije Markovic; Hrvoje Stojic; Sarah Schwöbel; Stefan J. Kiebel (Neural Networks, 2021)

Supervised structure learning. - Karl J. Friston; Lancelot Da Costa; Alexander Tschantz; Alex B. Kiefer; Tommaso Salvatori; Victorita Neacsu; Magnus T. Koudahl; Conor Heins; Noor Sajid; Dimitrije Markovic; Thomas Parr; Tim Verbelen; et al. (CoRR, 2023)

Modelling Agency Perception in a Multi-agent Context in Depression Using Active Inference. - Riddhi J. Pitliya; Dimitrije Markovic; Federica Folesani; Martino Belvederi Murri; Santiago Castiello de Obeso; Robin A. Murphy (IWAI, 2024)

Bayesian Sparsification for Deep Neural Networks With Bayesian Model Reduction. - Dimitrije Markovic; Karl J. Friston; Stefan J. Kiebel (IEEE Access, 2024)

Reframing the Expected Free Energy: Four Formulations and a Unification. - Théophile Champion; Howard Bowman; Dimitrije Markovic; Marek Grzes (CoRR, 2024)

From pixels to planning: scale-free active inference. - Karl J. Friston; Conor Heins; Tim Verbelen; Lancelot Da Costa; Tommaso Salvatori; Dimitrije Markovic; Alexander Tschantz; Magnus T. Koudahl; Christopher Buckley 001; Thomas Parr (CoRR, 2024)

Gradient-free variational learning with conditional mixture networks. - Conor Heins; Hao Wu; Dimitrije Markovic; Alexander Tschantz; Jeff Beck; Christopher Buckley 001 (CoRR, 2024)

Joint modeling of choices and reaction times based on Bayesian contextual behavioral control. - Sarah Schwöbel; Dimitrije Markovic; Michael N. Smolka; Stefan J. Kiebel (PLoS Comput. Biol., 2024)

AXIOM: Learning to Play Games in Minutes with Expanding Object-Centric Models. - Conor Heins; Toon Van de Maele; Alexander Tschantz; Hampus Linander; Dimitrije Markovic; Tommaso Salvatori; Corrado Pezzato; Ozan Çatal; Ran Wei; Magnus T. Koudahl; Marco Perin; Karl J. Friston; et al. (CoRR, 2025)