Sebastian Herzog

16 papers A* 1A 1Journal 13
YearRankTypeTitle / Venue / Authors
2024 J jnl
proPTV: A probability-based particle tracking velocimetry framework.
J. Comput. Phys.
Robin Barta, Christian Bauer, Sebastian Herzog, Daniel Schiepel, Claus Wagner
2022 J jnl
Application of neural ordinary differential equations to the prediction of multi-agent systems.
Artif. Life Robotics
Sebastian Herzog, Florentin Wörgötter
2022 J jnl
Finding Optimal Paths Using Networks Without Learning - Unifying Classical Approaches.
IEEE Trans. Neural Networks Learn. Syst.
Tomas Kulvicius, Sebastian Herzog, Minija Tamosiunaite, Florentin Wörgötter
2021 J jnl
A Probabilistic Particle Tracking Framework for Guided and Brownian Motion Systems with High Particle Densities.
SN Comput. Sci.
Sebastian Herzog, Daniel Schiepel, Isabella Guido, Robin Barta, Claus Wagner
2021 — —
Data-driven modelling of non-linear systems by means of artificial neural network hybrids.
Sebastian Herzog
2020 J jnl
Evolving artificial neural networks with feedback.
Neural Networks
Sebastian Herzog, Christian Tetzlaff, Florentin Wörgötter
2020 J jnl
Generation of Paths in a Maze using a Deep Network without Learning.
CoRR
Tomas Kulvicius, Sebastian Herzog, Minija Tamosiunaite, Florentin Wörgötter
2020 J jnl
One-Shot Multi-Path Planning Using Fully Convolutional Networks in a Comparison to Other Algorithms.
Frontiers Neurorobotics
Tomas Kulvicius, Sebastian Herzog, Timo Lüddecke, Minija Tamosiunaite, Florentin Wörgötter
2020 A* conf
One-Shot Multi-Path Planning for Robotic Applications Using Fully Convolutional Networks.
ICRA
Tomas Kulvicius, Sebastian Herzog, Timo Lüddecke, Minija Tamosiunaite, Florentin Wörgötter
2020 J jnl
One-shot path planning for multi-agent systems using fully convolutional neural network.
CoRR
Tomas Kulvicius, Sebastian Herzog, Timo Lüddecke, Minija Tamosiunaite, Florentin Wörgötter
2020 J jnl
Reconstructing Complex Cardiac Excitation Waves From Incomplete Data Using Echo State Networks and Convolutional Autoencoders.
Frontiers Appl. Math. Stat.
Sebastian Herzog, Roland S. Zimmermann, Johannes Abele, Stefan Luther, Ulrich Parlitz
2018 J jnl
Data-Driven Modeling and Prediction of Complex Spatio-Temporal Dynamics in Excitable Media.
Frontiers Appl. Math. Stat.
Sebastian Herzog, Florentin Wörgötter, Ulrich Parlitz
2017 J jnl
Generation of movements with boundary conditions based on optimal control theory.
Robotics Auton. Syst.
Sebastian Herzog, Florentin Wörgötter, Tomas Kulvicius
2017 J jnl
Transfer entropy-based feedback improves performance in artificial neural networks.
CoRR
Sebastian Herzog, Christian Tetzlaff, Florentin Wörgötter
2016 A conf
Optimal trajectory generation for generalization of discrete movements with boundary conditions.
IROS
Sebastian Herzog, Florentin Wörgötter, Tomas Kulvicius
2014 J jnl
Quantum Coupled Mutation Finder: Predicting functionally or structurally important sites in proteins using quantum Jensen-Shannon divergence and CUDA programming.
BMC Bioinform.
Mehmet Gültas, Güncel Düzgün, Sebastian Herzog, Sven Joachim Jäger, Cornelia Meckbach, Edgar Wingender, Stephan Waack