Dimitrije Markovic

According to our database, Dimitrije Markovic authored at least 23 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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

Gradient-free variational learning with conditional mixture networks.

Conor Heins, Hao Wu, Dimitrije Markovic, Alexander Tschantz, Jeff Beck, Christopher Buckley

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, Thomas Parr

CoRR, 2024

Reframing the Expected Free Energy: Four Formulations and a Unification.

Théophile Champion, Howard Bowman, Dimitrije Markovic, Marek Grzes

CoRR, 2024

Bayesian Sparsification for Deep Neural Networks With Bayesian Model Reduction.

Dimitrije Markovic, Karl J. Friston, Stefan J. Kiebel

IEEE Access, 2024

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

Proceedings of the Active Inference - 5th International Workshop, 2024

2023

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, Christopher L. Buckley

CoRR, 2023

2021

An empirical evaluation of active inference in multi-armed bandits.

Dimitrije Markovic, Hrvoje Stojic, Sarah Schwöbel, Stefan J. Kiebel

Neural Networks, 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

Neuronal Sequence Models for Bayesian Online Inference.

Sascha Frölich, Dimitrije Markovic, Stefan J. Kiebel

Frontiers Artif. Intell., 2021

2020

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

2019

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

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

Active Inference, Belief Propagation, and the Bethe Approximation.

Sarah Schwöbel, Stefan J. Kiebel, Dimitrije Markovic

Neural Comput., 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

Adaptive Interface for Mapping Body Movements to Sounds.

Dimitrije Markovic, Nebojsa Malesevic

Proceedings of the Computational Intelligence in Music, Sound, Art and Design, 2018

2017

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

Proceedings of the International Conference on Rehabilitation Robotics, 2017

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

Comparative Analysis of Behavioral Models for Adaptive Learning in Changing Environments.

Dimitrije Markovic, Stefan J. Kiebel

Frontiers Comput. Neurosci., 2016

Body movement to sound interface with vector autoregressive hierarchical hidden Markov models.

Dimitrije Markovic, Borjana Valcic, Nebojsa Malesevic

CoRR, 2016

2015

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

2012

Intrinsic Adaptation in Autonomous Recurrent Neural Networks.

Dimitrije Markovic, Claudius Gros

Neural Comput., 2012

2011

Neuropsychological constraints to human data production on a global scale

Claudius Gros, Gregor Kaczor, Dimitrije Markovic

CoRR, 2011