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Journal Articles
- 2024
[j5]Matej Pechác
, Michal Chovanec, Igor Farkas:
Self-supervised network distillation: An effective approach to exploration in sparse reward environments. Neurocomputing 599: 128033 (2024)- 2021
- [j4]Katarína Bachratá, Katarína Buzáková, Michal Chovanec, Hynek Bachratý, Monika Smiesková, Alzbeta Bohiniková:
Classification of Red Blood Cell Rigidity from Sequence Data of Blood Flow Simulations Using Neural Networks. Symmetry 13(6): 938 (2021) - 2020
- [j3]Hynek Bachratý, Katarína Bachratá, Michal Chovanec, Iveta Jancigová, Monika Smiesková, Kristína Kovalcíková:
Applications of machine learning for simulations of red blood cells in microfluidic devices. BMC Bioinform. 21-S(2): 90 (2020) - 2014
- [j2]Michal Chovanec, Michal Hodon, Lukás Cechovic:
Tiny Low-Power WSN Node for the Vehicle Detection. Informatica (Slovenia) 38(3) (2014) - 2013
- [j1]Michal Hodon, Michal Chovanec, Martin Hyben:
Intelligent traffic-safety mirror. Stud. Inform. Univ. 11(1): 87-101 (2013)
Conference and Workshop Papers
- 2021
- [c8]Katarína Buzáková, Katarína Bachratá, Hynek Bachratý, Michal Chovanec:
Possibilities of using Neural Networks to Blood Flow Modelling. BIOINFORMATICS 2021: 140-147 - 2019
- [c7]Michal Chovanec, Hynek Bachratý, Katarína Jasencáková, Katarína Bachratá:
Convolutional Neural Networks for Red Blood Cell Trajectory Prediction in Simulation of Blood Flow. IWBBIO (2) 2019: 284-296 - 2018
- [c6]Róbert Zalman, Michal Chovanec, Martin Revák, Ján Kapitulík:
Acoustic Signal Classification Algorithm for WSN Node in Transport System. I4CS 2018: 229-238 - [c5]Hynek Bachratý, Katarína Bachratá, Michal Chovanec, Frantisek Kajánek, Monika Smiesková, Martin Slavík:
Simulation of Blood Flow in Microfluidic Devices for Analysing of Video from Real Experiments. IWBBIO (1) 2018: 279-289 - 2016
- [c4]Michal Chovanec, Lukás Cechovic, Lukás Mandák:
Aeris - Robots Laboratory with Dynamic Environment. RiE 2016: 169-180 - 2015
- [c3]Michal Chovanec, Peter Sarafín:
Real-time schedule for mobile robotics and WSN aplications. FedCSIS 2015: 1199-1202 - [c2]Michal Hodon, Michal Chovanec, Lukás Cechovic, Martin Hudik, Jana Milanová, Michal Kochlán, Matús Jurecka, Ján Kapitulík, Peter Sevcík:
Maximizing performance of low-power WSN node on the basis of event-driven-programming approach: Minimization of operational energy costs of WSN node control unit. ISCC 2015: 204-209 - 2014
- [c1]Michal Chovanec, Jana Púchyová, Martin Hudik, Michal Kochlán:
Universal Synchronization Algorithm for Wireless Sensor Networks-"FUSA algorithm". FedCSIS 2014: 1001-1007
Informal and Other Publications
- 2023
- [i1]Matej Pechác, Michal Chovanec, Igor Farkas:
Exploration by self-supervised exploitation. CoRR abs/2302.11563 (2023)
Coauthor Index
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