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Neurorobotik
Publications
Neurorobotik 

Lab Publications

2025

Coelho S., Kaden S., Beccard M., Röhrbein F., Sanchez-Stockhammer C. “Another bit. Upwards. Okay, stop.” Do we talk differently to humans and robots when assembling a object together?. MuC 2025, Chemnitz, doi.org/10.1145/3743049.3748536

Dang Y., Zhang Y., Huang Y., Wen L., Zhang Y., Bing Z., Röhrbein F., Knoll A.: Instantaneous Contact Localization on a Magnetically Transduced Tapered Whisker. 2025 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

Coelho, S. G., Kaden, S., Beccard, M., Röhrbein, F., Sanchez-Stockhammer, C.: “Another bit. Upwards. Okay, stop.” Do we talk differently to humans and robots when assembling an object together? Proceedings of Mensch und Computer 2025, Chemnitz.
Langer D., Dettmann A., Kaden S., Legler F., Röhrbein F., Bullinger A. C.: Transparency of Robot Motion Intent Depending on Human Attention. 1st German Robotics Conference, Nürnberg.
Konitzer J., Lange S., Kaden S., Röhrbein F.: From speech to action: Translation and execution of natural language commands to control a robot. 1st German Robotics Conference, Nürnberg.
Schwarz L., Kaden S., Röhrbein F.: Prototype-based Approximate Geodesics for Learning from Demonstrations. 1st German Robotics Conference, Nürnberg.

2024

Kuske N., Röhrbein F.: Habit-inspired methods for embodied intelligence. 2024 IOP Conference Series: Materials Science and Engineering. doi:10.1088/1757-899X/1321/1/012002.
Stricker P., Knoblauch A., Röhrbein F.: Energy-Efficient Information Representation in MNIST Classification Using Biologically Inspired Learning. 10th bwHPC Symposium in Freiburg, Germany.
Ahn M., Edelman B.J., He B., Müller-Putz G., Röhrbein F.: Editorial: Advances in hybrid and application-driven BCI systems. Frontiers in Human Neuroscience, Vol. 18, 2024. doi:10.3389/fnhum.2024.1498196.
Kaden S., Schwarz L., Röhrbein F.: A Research Platform for Human-Robot-Interaction with Focus on Collaborative Assembly Scenarios. IEEE International Conference on Robot and Human Interactive Communication (RO-MAN), Aug 26 - Aug 30, 2024 to be held in Pasadena, California.
Röhrbein F., Kress K.: The Digital Laboratory, Artificial Intelligence and the Interface Standard LADS. Trend Report 2024 - Analytical, Bio and Laboratory Technology for Markets, Developments, Potential, p. 14-15.
Qu S., Zou T., He L., Röhrbein F., Knoll A., Chen G., Jiang C. (2024).: Lead: Learning decomposition for source-free universal domain adaptation. arXiv:2403.03421.

2023

Abdelaal O.M. Röhrbein F.: Policy Learning with Spiking Neural Network for Robot Manipulation Tasks . 1st International Conference on Hybrid Societies 2023. Monarch.qucosa.de.

Noack B., Röhrbein F., Notni G.: Event-Based Sensor Fusion in Human-Machine Teaming. 60th ILMENAU SCIENTIFIC COLLOQUIUM (2023).

Röhrbein F., Senden M. (2023) Editorial: The embodied brain: computational mechanisms of integrated sensorimotor interactions with a dynamic environment volume II. Front. Comput. Neurosci. 17:1203717. doi: 10.3389/fncom.2023.1203717

2022

Feldotto B., Lengenfelder H., Röhrbein F., Knoll A.C. Network Layer Analysis for a RL-Based Robotic Reaching Task.  Frontiers in Robotics and AI , Volume 9, 2022,  doi:10.3389/frobt.2022.799644

Abbas A.A, Röhrbein F., Hamker F.. The Role of the Superior Colliculus in Attention Demanding Tasks: A Computational Model.  forum.fens.org/abstract-e-book/

Kuske N., Ragni M., Röhrbein F., Vitay J., Hamker F.: Demands and potentials of different levels of neuro-cognitive models für human spatial cognition. In, E. Ferstl, L. Konieczny, & R. Stülpnagel (Eds.), Proceedings of KogWiss2022, the 15th Biannual Conference of the German Society for Cognitive Science (pp. 115-116). Albert-Ludwigs-Universität Freiburg. doi:10.6094/UNIFR/229611

Vijayan P., Atoofi P., Fietzek T., Röhrbein F.: Trajectory learning for an iCub arm generated by CPGs. Bernstein Conference 2022.  doi:10.12751/nncn.bc2022.194

2021

Röhrbein F.: Frontiers in Neurorobotics–Editor’s Pick 2021. pdf here.

2020

Aljalbout, E., Walter, F., Röhrbein, F., Knoll, A.: Task-independent spiking central pattern generator: A learning-based approach. Neural Processing Letters 51 (3), 2751-2764. doi.org/10.1007/s11063-020-10224-9

Chen, G., Cao, H., Conradt, J., Tang, H., Röhrbein, F., Knoll, A.: Event-based neuromorphic vision for autonomous driving: a paradigm shift for bio-inspired visual sensing and perception. IEEE Signal Processing Magazine 37 (4), 34-49. doi:10.1109/MSP.2020.2985815

2019

Chen, G., Cao, H., Ye, C., Zhang, Z., Liu, X., Mo, X., Qu, Z., Conradt, J., Röhrbein, F., Knoll, F. (2019): Multi-cue event information fusion for pedestrian detection with neuromorphic vision sensors. Frontiers in Neurorobotics. Vol. 13, p. 10. doi:10.3389/fnbot.2019.00010

2018

Chen, G., Cao, H., Aafaque, M, Chen, J., Ye, C., Röhrbein, F., Conradt, J., Chen, K., Bing, Z., Liu, X., Hinz, G., Stechele, W., Knoll, A. (2018): Neuromorphic vision-based multivehicle detection and tracking for intelligent transportation systems. Journal of Advanced Transportation. doi:10.1155/2018/4815383

Bing, Z., Meschede, C., Röhrbein, F., Huang, K., Knoll, A.: A survey of robotics control based on learning-inspired spiking neural networks. Frontiers in Neurorobotics.doi:10.3389/fnbot.2018.00035/

 

2017

Chen, G., Bing, Z., Röhrbein, F., Conradt, J., Huang, K., Cheng, L., Jiang, Z., Knoll, A. . Towards brain-inspired learning with the neuromorphic snake-like robot and the neurorobotic platform. In IEEE Transactions on Cognitive and Developmental Systems. doi: 10.1109/TCDS.2017.2712712

Zhenshan, B., Cheng, L., Huang, K., Jiang, Z., Chen, G., Röhrbein, F., Knoll, A.. Towards Autonomous Locomotion: Slithering Gait Design of Snake-Like Robot for Target Observation and Tracking. IEEE / RSJ International Conference on Intelligent Robots and Systems (IROS-2017). doi:10.1109/IROS.2017.8206095

Scardapane, S., Stoffl, L., Röhrbein, F., Uncini, A. . On the Use of Deep Recurrent Neural Networks for Detecting Audio Spoofing Attacks. International Joint Conference on Neural Networks (IJCNN-2017): 3483-3490.doi:10.1109/IJCNN.2017.7966294

Hinz, G., Chen, G., Aafaque, M., Röhrbein, F., Conradt, J., Bing, Z., Qu, Z., Stechele, W., Knoll, A. (2017). Online Multi-Object Tracking-by-Clustering for Intelligent Transportation System with Neuromorphic Vision Sensor. German Conference on Artificial Intelligence KI-2017. doi:10.1007/978-3-319-67190-1_11

Walter, F., Sanden, M., Röhrbein, F., Knoll, A. . Towards a Neuromorphic Implementation of Hierarchical Temporal Memory on SpiNNaker. IEEE International Symposium on Circuits and Systems (ISCAS), Baltimore, MD, USA. doi:10.1109/ISCAS.2017.8050983

2016

Vandesompele, A., Walter, F., Röhrbein, F. Neuro-Evolution of Spiking Neural Networks on SpiNNaker Neuromorphic Hardware. IEEE Symposium Series on Computational Intelligence. doi:10.1109/SSCI.2016.7850250

2015

Röhrbein, F., Goddard, P., Schneider, M., James, G., Guo, K.: How does image noise affect actual and predicted human gaze allocation in assessing image quality? Vision Research, 112:11 - 25, 2015. doi:10.1016/j.visres.2015.03.029

Walter, F., Röhrbein, F. Knoll, A.: Computation by Time. Neural Processing Letters, pages 1-22, 2015. doi:10.1007/s11063-015-9478-6

2014

Ostankov, A., Röhrbein, F., Waltinger, U. LinkedHealthAnswers: Towards Linked Data-driven Question Answering for the Health Care Domain. Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14), Reykjavik, Iceland, 2613-2620. pdf here.

Röhrbein, F., Veiga, G., Natale, C.: Gearing Up and Accelerating - Crossfertilization between Academic and Industrial Robotics Research in Europe: Technology transfer experiments from the ECHORD project. Number 94 in Springer Tracts in Advanced Robotics. Springer International Publishing. doi:10.1007/978-3-319-02934-4

2013

Krichmar, J., F. Röhrbein, F.: Value and Reward Based Learning in Neurobots. volume 7 of Frontiers in Neurorobotics. doi:10.3389/fnbot.2013.00013

2010

2009

Röhrbein, F., Eggert, J., Körner, E.: Child-friendly divorcing: Incremental hierarchy learning in Bayesian Networks. Proceedings of International Joint Conference on Neural Networks (IJCNN), 2711-2716. doi:10.1109/IJCNN.2009.5178995

2008

Röhrbein, F., Eggert, J., Körner, E.: Bayesian columnar networks for grounded cognitive systems. In B.C. Love, K. McRae, V.M. Sloutsky (Eds.), Proceedings of the 30th Annual Conference of the Cognitive Science Society (CogSci), 1423-1428. pdf here.

2007

Röhrbein, F., Eggert, J., Körner, E.: Prototypical relations for cortex-inspired semantic representations. Proceedings of the 8th International Conference on Cognitive Modeling (ICCM), Ann Arbor, U.S.A. 307-312. pdf here.

2006

2005

2004

Röhrbein, F., Artmann, S., Hirsch, M.: IKAR/OS - Intelligent knowledge and research operating system. In: Rumpe, B., Hesse, W. (Eds): Modellierung, GI-Edition Lecture Notes in Informatics (LNI), Vol. P-45, Köllen Verlag, Bonn: 327-328. pdf here

2002

Röhrbein, F., Zetzsche, C.: The statistics of natural scenes and Weber’s law. In Würtz, P., Lappe, M. (Eds), 4. Workshop Dynamic Perception, Akademische Verlagsgesellschaft, Berlin: 233-238.

2001

Schill, K., Baier, V., Röhrbein, F., Brauer, W.: A hierarchical network model for the analyses of human spatio-temporal information processing. In Rogowitz, B.E., Pappas, T.N. (Eds), Human Vision and Electronic Imaging, Proceedings SPIE. Vol. 4299: 615-621. doi:10.1117/12.429535

2000

Baier, V., Schill, K., Röhrbein, F., Brauer, W.:. Processing of spatio-temporal structures: A hierarchical neural network model. In Baratoff, G., Neumann, H. (Eds), 3. Workshop Dynamic Perception, Vol. 9 of Proceedings in Artificial Intelligence, Berlin: 223- 226.

Eisenkolb, A., Schill, K., Röhrbein, F., Baier, V., Musto, A., Brauer, W.: Visual processing and representation of spatio-temporal patterns. In Freksa, C., Habel, C., Wender, K. (Eds), Spatial Cognition II - Integrating Abstract Theories, Empirical Studies, Formal Methods and Practical Applications, Lecture Notes in Artificial Intelligence, vol. 1849, Springer, Berlin: 145-156. doi:10.1007/3-540-45460-8_11

1998