Dimitrije Marković

Parr T, Markovic D, Kiebel S, Friston K. Neuronal message passing using Mean-field, Bethe, and Marginal approximations. Scientific Reports (2019). doi pdf

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Marković D, Reiter A, and Kiebel S. Predicting change: approximate inference under explicit representation of temporal structure in changing environments. PLoS CB (2019). doi pdf

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Cuevas Rivera D, Ott F, Marković D, Strobel A, and Kiebel S. Context-dependent risk aversion: a model-based approach. Frontiers in Psychology (2018). doi pdf

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Schwöbel S, Kiebel SJ, and Marković D. Active Inference, Belief Propagation, and the Bethe Approximation. Neural Computation (2018). doi

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Marković D, and Malešević N. Adaptive Interface for Mapping Body Movements to Sounds. International Conference on Computational Intelligence in Music, Sound, Art and Design (2018). doi

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Malešević N, Marković D, Kanitz G, Controzzi M, Cipriani C,and Antfolk C Vector Autoregressive Hierarchical Hidden Markov Models for Extracting Finger Movements Using Multichannel Surface EMG Signals. Complexity (2018). doi pdf

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Malešević N, Marković D, Kanitz G, Controzzi M, Cipriani C,and Antfolk C Decoding of individual finger movements from surface EMG signals using vector autoregressive hierarchical hidden Markov models (VARHHMM). International conference on Rehabilitation Robotics (2017). doi

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Marković D, and Kiebel SJ. Comparative Analysis of Behavioral Models for Adaptive Learning in Changing Environments. Frontiers in Computational Neuroscience (2016). doi pdf

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Rahmati V, Kirmse K, Marković D, Holthoff K, Kiebel SJ. Inferring Neuronal Dynamics from Calcium Imaging Data Using Biophysical Models and Bayesian Inference. PLoS Computational Biology (2016). doi pdf

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Marković D, Glascher J, Bossaerts P, O’Doherty J, Kiebel SJ. Modeling the Evolution of Beliefs Using an Attentional Focus Mechanism. PLoS Computational Biology (2015). doi pdf

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Marković, Dimitrije, and Claudius Gros. Power laws and self-organized criticality in theory and nature. Physics Reports (2014). doi pdf

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Marković, Dimitrije, Claudius Gros, and André Schuelein. Criticality in conserved dynamical systems: Experimental observation vs. exact properties. Chaos (2013). doi pdf

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Gros, Claudius, Gregor Kaczor, and Dimitrije Marković. Neuropsychological constraints to human data production on a global scale. The European Physical Journal B (2012). doi pdf

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Marković, Dimitrije, and Claudius Gros. Intrinsic adaptation in autonomous recurrent neural networks. Neural Computation (2011). doi pdf

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Markovic, Dimitrije, and Claudius Gros. Self-organized chaos through polyhomeostatic optimization. Physical Review Letters (2010). doi pdf

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Markovic, Dimitrije, and Claudius Gros. Vertex routing models. New Journal of Physics (2009). doi pdf

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