Dimitrije Markovic

发表

Decoding of individual finger movements from surface EMG signals using vector autoregressive hierarchical hidden Markov models (VARHHMM)

Christian Antfolk, Christian Cipriani, Nebojsa Malesevic, 2017, 2017 International Conference on Rehabilitation Robotics (ICORR).

Neuronal Sequence Models for Bayesian Online Inference pdf

Stefan J. Kiebel, Dimitrije Markovic, Sascha Frölich, 2020, Frontiers in Artificial Intelligence.

Self-organized chaos through heterostatic optimization

Claudius Gros, Dimitrije Markovic, 2010 .

Dynamic Integration of Forward Planning and Heuristic Preferences in a Sequential Two-Goal Task

Stefan J. Kiebel, Dimitrije Markovic, Florian Ott, 2019 .

Intrinsic Adaptation in Autonomous Recurrent Neural Networks

Claudius Gros, Dimitrije Markovic, D. Marković, 2011, Neural Computation.

Adaptive Interface for Mapping Body Movements to Sounds

Nebojsa Malesevic, Dimitrije Markovic, D. Marković, 2018, EvoMUSART.

Balancing control: a Bayesian interpretation of habitual and goal-directed behavior

Stefan J. Kiebel, Dimitrije Markovic, Michael N. Smolka, 2019, bioRxiv.

Active Inference, Belief Propagation, and the Bethe Approximation

Stefan J. Kiebel, Dimitrije Markovic, Sarah Schwöbel, 2018, Neural Computation.

Neuropsychological constraints to human data production on a global scale

Claudius Gros, Gregor Kaczor, Dimitrije Markovic, 2011, ArXiv.

Balancing control: A Bayesian interpretation of habitual and goal-directed behavior

Dimitrije Markovic, Stefan J. Kiebel, Sarah Schwöbel, 2021 .

Meta-control of the exploration-exploitation dilemma emerges from probabilistic inference over a hierarchy of time scales

Stefan J. Kiebel, Dimitrije Markovic, Thomas Goschke, 2019, Cognitive, Affective, & Behavioral Neuroscience.

An empirical evaluation of active inference in multi-armed bandits

Stefan J. Kiebel, Hrvoje Stojic, Dimitrije Markovic, 2021, Neural Networks.

Inferring Neuronal Dynamics from Calcium Imaging Data Using Biophysical Models and Bayesian Inference

Stefan J. Kiebel, Dimitrije Markovic, Knut Holthoff, 2016, PLoS Comput. Biol..

Deterministic response strategies in a trial-and-error learning task

Dimitrije Markovic, Sebastian Bitzer, Hannes Ruge, 2018, PLoS Comput. Biol..

Dynamic integration of forward planning and heuristic preferences during multiple goal pursuit

Stefan J. Kiebel, Dimitrije Markovic, Florian Ott, 2019, bioRxiv.

Vector Autoregressive Hierarchical Hidden Markov Models for Extracting Finger Movements Using Multichannel Surface EMG Signals

Christian Antfolk, Christian Cipriani, Nebojsa Malesevic, 2018, Complex..

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

Nebojsa Malesevic, Dimitrije Markovic, Borjana Valcic, 2016, ArXiv.

Comparative Analysis of Behavioral Models for Adaptive Learning in Changing Environments

Stefan J. Kiebel, Dimitrije Markovic, D. Marković, 2016, Front. Comput. Neurosci..

Humans can outperform Q-learning in terms of learning efficiency

Dimitrije Markovic, Sebastian Bitzer, Hannes Ruge, 2018 .

Deterministic response strategies in trial-and-error learning

Dimitrije Markovic, Sebastian Bitzer, Hannes Ruge, 2018, bioRxiv.

Modeling the Evolution of Beliefs Using an Attentional Focus Mechanism

Stefan J. Kiebel, Dimitrije Markovic, Peter Bossaerts, 2015, PLoS Comput. Biol..

Neuronal message passing using Mean-field, Bethe, and Marginal approximations

Karl J. Friston, Thomas Parr, Dimitrije Markovic, 2019, Scientific Reports.

Editorial: Probabilistic Perspectives on Brain (Dys)function

Thomas Parr, Dimitrije Markovic, Casper Hesp, 2021, Frontiers in Artificial Intelligence.

An empirical evaluation of active inference in multi-armed bandits

Stefan J. Kiebel, Hrvoje Stojic, Dimitrije Markovic, 2021, Neural Networks.

Observing scale-invariance in non-critical dynamical systems

Claudius Gros, Dimitrije Markovic, D. Marković, 2012, 1210.3474.

Context-Dependent Risk Aversion: A Model-Based Approach

Stefan J. Kiebel, Dimitrije Markovic, Alexander Strobel, 2018, Front. Psychol..

Vertex routing models

Claudius Gros, Dimitrije Markovic, C. Gros, 2009, 0906.4905.