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ORCIDDimitrije Markovic
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2020 – today
- 2024
[j14]Dimitrije Markovic
, Karl J. Friston, Stefan J. Kiebel:
Bayesian Sparsification for Deep Neural Networks With Bayesian Model Reduction. IEEE Access 12: 88231-88242 (2024)- [j13]Sarah Schwöbel, Dimitrije Markovic, Michael N. Smolka, Stefan J. Kiebel:
Joint modeling of choices and reaction times based on Bayesian contextual behavioral control. PLoS Comput. Biol. 20(7): 1012228 (2024) - [i9]Théophile Champion, Howard Bowman, Dimitrije Markovic, Marek Grzes:
Reframing the Expected Free Energy: Four Formulations and a Unification. CoRR abs/2402.14460 (2024) - [i8]Karl J. Friston, Conor Heins, Tim Verbelen, Lancelot Da Costa, Tommaso Salvatori, Dimitrije Markovic, Alexander Tschantz, Magnus T. Koudahl, Christopher Buckley, Thomas Parr:
From pixels to planning: scale-free active inference. CoRR abs/2407.20292 (2024) - [i7]Conor Heins, Hao Wu, Dimitrije Markovic, Alexander Tschantz, Jeff Beck, Christopher Buckley:
Gradient-free variational learning with conditional mixture networks. CoRR abs/2408.16429 (2024) - 2023
- [i6]Dimitrije Markovic, Karl J. Friston, Stefan J. Kiebel:
Bayesian sparsification for deep neural networks with Bayesian model reduction. CoRR abs/2309.12095 (2023) - [i5]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 abs/2311.10300 (2023) - 2021
- [j12]Sascha Frölich, Dimitrije Markovic, Stefan J. Kiebel:
Neuronal Sequence Models for Bayesian Online Inference. Frontiers Artif. Intell. 4: 530937 (2021) - [j11]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: 710179 (2021) - [j10]Dimitrije Markovic, Hrvoje Stojic, Sarah Schwöbel, Stefan J. Kiebel:
An empirical evaluation of active inference in multi-armed bandits. Neural Networks 144: 229-246 (2021) - [i4]Dimitrije Markovic, Hrvoje Stojic, Sarah Schwöbel, Stefan J. Kiebel:
An empirical evaluation of active inference in multi-armed bandits. CoRR abs/2101.08699 (2021) - 2020
- [j9]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) - [i3]Sascha Frölich, Dimitrije Markovic, Stefan J. Kiebel:
Neuronal Sequence Models for Bayesian Online Inference. CoRR abs/2004.00930 (2020)
2010 – 2019
- 2019
- [j8]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) - 2018
- [j7]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: 9728264:1-9728264:12 (2018) - [j6]Sarah Schwöbel, Stefan J. Kiebel, Dimitrije Markovic:
Active Inference, Belief Propagation, and the Bethe Approximation. Neural Comput. 30(9) (2018) - [j5]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) - [c2]Dimitrije Markovic, Nebojsa Malesevic:
Adaptive Interface for Mapping Body Movements to Sounds. EvoMUSART 2018: 194-205 - 2017
- [c1]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: 1518-1523 - 2016
- [j4]Dimitrije Markovic, Stefan J. Kiebel:
Comparative Analysis of Behavioral Models for Adaptive Learning in Changing Environments. Frontiers Comput. Neurosci. 10: 33 (2016) - [j3]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) - [i2]Dimitrije Markovic, Borjana Valcic, Nebojsa Malesevic:
Body movement to sound interface with vector autoregressive hierarchical hidden Markov models. CoRR abs/1610.08450 (2016) - 2015
- [j2]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) - 2012
- [j1]Dimitrije Markovic, Claudius Gros:
Intrinsic Adaptation in Autonomous Recurrent Neural Networks. Neural Comput. 24(2): 523-540 (2012) - 2011
- [i1]Claudius Gros, Gregor Kaczor, Dimitrije Markovic:
Neuropsychological constraints to human data production on a global scale. CoRR abs/1111.6849 (2011)
Coauthor Index
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