no code implementations • 22 Feb 2024 • Théophile Champion, Howard Bowman, Dimitrije Marković, Marek Grześ
In the second setting, a justification of the root expected free energy definition is known, but this setting only accounts for two formulations, i. e., the risk over states plus ambiguity and entropy plus expected energy formulations.
1 code implementation • 21 Sep 2023 • Dimitrije Marković, Karl J. Friston, Stefan J. Kiebel
Bayesian sparsification for deep learning emerges as a crucial approach, facilitating the design of models that are both computationally efficient and competitive in terms of performance across various deep learning applications.
no code implementations • 2 Apr 2020 • Sascha Frölich, Dimitrije Marković, Stefan J. Kiebel
While probabilistic inference about ongoing sequences is a useful computational model for both the analysis of neuroscientific data and a wide range of problems in artificial recognition and motor control, research on the subject is relatively scarce and distributed over different fields in the neurosciences.
no code implementations • 26 Oct 2016 • Dimitrije Marković, Borjana Valčić, Nebojša Malešević
Interfacing a kinetic action of a person to an action of a machine system is an important research topic in many application areas.