Dimitrije Markovic

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 20

Top Topics

Belief Propagation

Changing Environment

Top Venues

PLoS Comput. Biol.

Frontiers Artif. Intell.

Publications

Théophile Champion, Howard Bowman, Dimitrije Markovic, Marek Grzes
Reframing the Expected Free Energy: Four Formulations and a Unification. CoRR (2024)
Karl J. Friston, Conor Heins, Tim Verbelen, Lancelot Da Costa, Tommaso Salvatori, Dimitrije Markovic, Alexander Tschantz, Magnus T. Koudahl, Christopher L. Buckley, Thomas Parr
From pixels to planning: scale-free active inference. CoRR (2024)
Dimitrije Markovic, Karl J. Friston, Stefan J. Kiebel
Bayesian Sparsification for Deep Neural Networks With Bayesian Model Reduction. IEEE Access 12 (2024)
Dimitrije Markovic, Karl J. Friston, Stefan J. Kiebel
Bayesian sparsification for deep neural networks with Bayesian model reduction. CoRR (2023)
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, Christopher L. Buckley
Supervised structure learning. CoRR (2023)
Sascha Frölich, Dimitrije Markovic, Stefan J. Kiebel
Neuronal Sequence Models for Bayesian Online Inference. Frontiers Artif. Intell. 4 (2021)
Thomas Parr, Dimitrije Markovic, Maxwell James D. Ramstead, Ryan Smith, Casper Hesp, Karl J. Friston
Editorial: Probabilistic Perspectives on Brain (Dys)function. Frontiers Artif. Intell. 4 (2021)
Dimitrije Markovic, Hrvoje Stojic, Sarah Schwöbel, Stefan J. Kiebel
An empirical evaluation of active inference in multi-armed bandits. Neural Networks 144 (2021)
Dimitrije Markovic, Hrvoje Stojic, Sarah Schwöbel, Stefan J. Kiebel
An empirical evaluation of active inference in multi-armed bandits. CoRR (2021)
Florian Ott, Dimitrije Markovic, Alexander Strobel, Stefan J. Kiebel
Dynamic integration of forward planning and heuristic preferences during multiple goal pursuit. PLoS Comput. Biol. 16 (2) (2020)
Sascha Frölich, Dimitrije Markovic, Stefan J. Kiebel
Neuronal Sequence Models for Bayesian Online Inference. CoRR (2020)
Dimitrije Markovic, Andrea M. F. Reiter, Stefan J. Kiebel
Predicting change: Approximate inference under explicit representation of temporal structure in changing environments. PLoS Comput. Biol. 15 (1) (2019)
Holger Mohr, Katharina Zwosta, Dimitrije Markovic, Sebastian Bitzer, Uta Wolfensteller, Hannes Ruge
Deterministic response strategies in a trial-and-error learning task. PLoS Comput. Biol. 14 (11) (2018)
Nebojsa Malesevic, Dimitrije Markovic, Gunter Kanitz, Marco Controzzi, Christian Cipriani, Christian Antfolk
Vector Autoregressive Hierarchical Hidden Markov Models for Extracting Finger Movements Using Multichannel Surface EMG Signals. Complex. 2018 (2018)
Dimitrije Markovic, Nebojsa Malesevic
Adaptive Interface for Mapping Body Movements to Sounds. EvoMUSART (2018)
Sarah Schwöbel, Stefan J. Kiebel, Dimitrije Markovic
Active Inference, Belief Propagation, and the Bethe Approximation. Neural Comput. 30 (9) (2018)
Nebojsa Malesevic, Dimitrije Markovic, Gunter Kanitz, Marco Controzzi, Christian Cipriani, Christian Antfolk
Decoding of individual finger movements from surface EMG signals using vector autoregressive hierarchical hidden Markov models (VARHHMM). ICORR (2017)
Vahid Rahmati, Knut Kirmse, Dimitrije Markovic, Knut Holthoff, Stefan J. Kiebel
Inferring Neuronal Dynamics from Calcium Imaging Data Using Biophysical Models and Bayesian Inference. PLoS Comput. Biol. 12 (2) (2016)
Dimitrije Markovic, Stefan J. Kiebel
Comparative Analysis of Behavioral Models for Adaptive Learning in Changing Environments. Frontiers Comput. Neurosci. 10 (2016)
Dimitrije Markovic, Borjana Valcic, Nebojsa Malesevic
Body movement to sound interface with vector autoregressive hierarchical hidden Markov models. CoRR (2016)
Dimitrije Markovic, Jan Gläscher, Peter Bossaerts, John P. O'Doherty, Stefan J. Kiebel
Modeling the Evolution of Beliefs Using an Attentional Focus Mechanism. PLoS Comput. Biol. 11 (10) (2015)
Dimitrije Markovic, Claudius Gros
Intrinsic Adaptation in Autonomous Recurrent Neural Networks. Neural Comput. 24 (2) (2012)
Claudius Gros, Gregor Kaczor, Dimitrije Markovic
Neuropsychological constraints to human data production on a global scale CoRR (2011)