Sebastian Herzog

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 14

Top Topics

Boundary Conditions

Brownian Motion

Top Venues

Frontiers Appl. Math. Stat.

Frontiers Neurorobotics

Publications

Robin Barta, Christian Bauer, Sebastian Herzog, Daniel Schiepel, Claus Wagner
proPTV: A probability-based particle tracking velocimetry framework. J. Comput. Phys. 514 (2024)
Sebastian Herzog, Florentin Wörgötter
Application of neural ordinary differential equations to the prediction of multi-agent systems. Artif. Life Robotics 27 (2) (2022)
Tomas Kulvicius, Sebastian Herzog, Minija Tamosiunaite, Florentin Wörgötter
Finding Optimal Paths Using Networks Without Learning - Unifying Classical Approaches. IEEE Trans. Neural Networks Learn. Syst. 33 (12) (2022)
Sebastian Herzog, Daniel Schiepel, Isabella Guido, Robin Barta, Claus Wagner
A Probabilistic Particle Tracking Framework for Guided and Brownian Motion Systems with High Particle Densities. SN Comput. Sci. 2 (6) (2021)
Sebastian Herzog, Roland S. Zimmermann, Johannes Abele, Stefan Luther, Ulrich Parlitz
Reconstructing Complex Cardiac Excitation Waves From Incomplete Data Using Echo State Networks and Convolutional Autoencoders. Frontiers Appl. Math. Stat. 6 (2020)
Tomas Kulvicius, Sebastian Herzog, Timo Lüddecke, Minija Tamosiunaite, Florentin Wörgötter
One-shot path planning for multi-agent systems using fully convolutional neural network. CoRR (2020)
Tomas Kulvicius, Sebastian Herzog, Minija Tamosiunaite, Florentin Wörgötter
Generation of Paths in a Maze using a Deep Network without Learning. CoRR (2020)
Sebastian Herzog, Christian Tetzlaff, Florentin Wörgötter
Evolving artificial neural networks with feedback. Neural Networks 123 (2020)
Tomas Kulvicius, Sebastian Herzog, Timo Lüddecke, Minija Tamosiunaite, Florentin Wörgötter
One-Shot Multi-Path Planning Using Fully Convolutional Networks in a Comparison to Other Algorithms. Frontiers Neurorobotics 14 (2020)
Tomas Kulvicius, Sebastian Herzog, Timo Lüddecke, Minija Tamosiunaite, Florentin Wörgötter
One-Shot Multi-Path Planning for Robotic Applications Using Fully Convolutional Networks. ICRA (2020)
Sebastian Herzog, Florentin Wörgötter, Ulrich Parlitz
Data-Driven Modeling and Prediction of Complex Spatio-Temporal Dynamics in Excitable Media. Frontiers Appl. Math. Stat. 4 (2018)
Sebastian Herzog, Florentin Wörgötter, Tomas Kulvicius
Generation of movements with boundary conditions based on optimal control theory. Robotics Auton. Syst. 94 (2017)
Sebastian Herzog, Christian Tetzlaff, Florentin Wörgötter
Transfer entropy-based feedback improves performance in artificial neural networks. CoRR (2017)
Sebastian Herzog, Florentin Wörgötter, Tomas Kulvicius
Optimal trajectory generation for generalization of discrete movements with boundary conditions. IROS (2016)
Mehmet Gültas, Güncel Düzgün, Sebastian Herzog, Sven Joachim Jäger, Cornelia Meckbach, Edgar Wingender, Stephan Waack
Quantum Coupled Mutation Finder: Predicting functionally or structurally important sites in proteins using quantum Jensen-Shannon divergence and CUDA programming. BMC Bioinform. 15 (2014)