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Dimitrije Markovic
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Cited by
Year
Power laws and self-organized criticality in theory and nature
D Marković, C Gros
Physics Reports 536 (2), 41-74, 2014
2202014
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
882019
Inferring neuronal dynamics from calcium imaging data using biophysical models and Bayesian inference
V Rahmati, K Kirmse, D Marković, K Holthoff, SJ Kiebel
PLoS computational biology 12 (2), e1004736, 2016
402016
Intrinsic adaptation in autonomous recurrent neural networks
D Marković, C Gros
Neural Computation 24 (2), 523-540, 2012
362012
Self-organized chaos through polyhomeostatic optimization
D Markovic, C Gros
Physical Review Letters 105 (6), 068702, 2010
362010
Active inference, belief propagation, and the bethe approximation
S Schwöbel, S Kiebel, D Marković
Neural computation 30 (9), 2530-2567, 2018
302018
Neuropsychological constraints to human data production on a global scale
C Gros, G Kaczor, D Marković
The European Physical Journal B 85 (1), 28, 2012
242012
Vector Autoregressive Hierarchical Hidden Markov Models for Extracting Finger Movements Using Multichannel Surface EMG Signals
N Malešević, D Marković, G Kanitz, M Controzzi, C Cipriani, C Antfolk
Complexity 2018, 2018
192018
Decoding of individual finger movements from surface EMG signals using vector autoregressive hierarchical hidden Markov models (VARHHMM)
N Malešević, D Marković, G Kanitz, M Controzzi, C Cipriani, C Antfolk
2017 International Conference on Rehabilitation Robotics (ICORR), 1518-1523, 2017
182017
Modeling the evolution of beliefs using an attentional focus mechanism
D Marković, J Gläscher, P Bossaerts, J O’Doherty, SJ Kiebel
PLoS computational biology 11 (10), e1004558, 2015
132015
Comparative analysis of behavioral models for adaptive learning in changing environments
D Marković, SJ Kiebel
Frontiers in computational neuroscience 10, 33, 2016
112016
Deterministic response strategies in a trial-and-error learning task
H Mohr, K Zwosta, D Markovic, S Bitzer, U Wolfensteller, H Ruge
PLoS computational biology 14 (11), e1006621, 2018
82018
An empirical evaluation of active inference in multi-armed bandits
D Marković, H Stojić, S Schwöbel, SJ Kiebel
Neural Networks 144, 229-246, 2021
72021
Meta-control of the exploration-exploitation dilemma emerges from probabilistic inference over a hierarchy of time scales
D Marković, T Goschke, SJ Kiebel
Cognitive, Affective, & Behavioral Neuroscience 21 (3), 509-533, 2021
72021
Predicting change: Approximate inference under explicit representation of temporal structure in changing environments
D Marković, AMF Reiter, SJ Kiebel
PLOS Computational Biology 15 (1), e1006707, 2019
72019
Criticality in conserved dynamical systems: Experimental observation vs. exact properties
D Marković, C Gros, A Schuelein
Chaos: an interdisciplinary journal of nonlinear science 23 (1), 013106, 2013
72013
Vertex routing models
D Markovic, C Gros
New Journal of Physics 11 (7), 073002, 2009
72009
Balancing control: a Bayesian interpretation of habitual and goal-directed behavior
S Schwöbel, D Marković, MN Smolka, SJ Kiebel
Journal of Mathematical Psychology 100, 102472, 2019
62019
Predicting the cumulative medical load of COVID-19 outbreaks after the peak in daily fatalities
C Gros, R Valenti, L Schneider, B Gutsche, D Marković
Plos one 16 (4), e0247272, 2021
52021
Dynamic integration of forward planning and heuristic preferences during multiple goal pursuit
F Ott, D Marković, A Strobel, SJ Kiebel
PLOS Computational Biology 16 (2), e1007685, 2020
42020
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Articles 1–20