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Lea Steffen
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Neuromorphic stereo vision: A survey of bio-inspired sensors and algorithms
L Steffen, D Reichard, J Weinland, J Kaiser, A Roennau, R Dillmann
Frontiers in neurorobotics 13, 28, 2019
512019
Controlling a robot arm for target reaching without planning using spiking neurons
JCV Tieck, L Steffen, J Kaiser, A Roennau, R Dillmann
2018 IEEE 17th International Conference on Cognitive Informatics & Cognitive …, 2018
242018
VDB-Mapping: A High Resolution and Real-Time Capable 3D Mapping Framework for Versatile Mobile Robots
MG Besselmann, L Puck, L Steffen, A Roennau, R Dillmann
2021 IEEE 17th International Conference on Automation Science and …, 2021
182021
Microsaccades for neuromorphic stereo vision
J Kaiser, J Weinland, P Keller, L Steffen, J Tieck, D Reichard, A Roennau, ...
International Conference on Artificial Neural Networks, 244-252, 2018
142018
Combining motor primitives for perception driven target reaching with spiking neurons
JCV Tieck, L Steffen, J Kaiser, D Reichard, A Roennau, R Dillmann
International Journal of Cognitive Informatics and Natural Intelligence …, 2019
132019
Multi-modal motion activation for robot control using spiking neurons
JCV Tieck, L Steffen, J Kaiser, A Roennau, R Dillmann
2018 7th IEEE International Conference on Biomedical Robotics and …, 2018
102018
Towards a vision-based concept for gesture control of a robot providing visual feedback
G Bolano, A Tanev, L Steffen, A Roennau, R Dillmann
2018 IEEE International Conference on Robotics and Biomimetics (ROBIO), 386-392, 2018
72018
Multi-view 3D reconstruction with self-organizing maps on event-based data
L Steffen, S Ulbrich, A Roennau, R Dillmann
2019 19th International Conference on Advanced Robotics (ICAR), 501-508, 2019
62019
Benchmarking Highly Parallel Hardware for Spiking Neural Networks in Robotics
L Steffen, R Koch, S Ulbrich, S Nitzsche, A Roennau, R Dillmann
Frontiers in Neuroscience, 790, 2021
42021
Networks of place cells for representing 3D environments and path planning
L Steffen, RK da Silva, S Ulbrich, JCV Tieck, A Roennau, R Dillmann
2020 8th IEEE RAS/EMBS International Conference for Biomedical Robotics and …, 2020
42020
The Neurorobotics Platform for Teaching–Embodiment Experiments with Spiking Neural Networks and Virtual Robots
JCV Tieck, J Kaiser, L Steffen, M Schulze, A Von Arnim, D Reichard, ...
2019 IEEE International Conference on Cyborg and Bionic Systems (CBS), 291-298, 2019
42019
Reducing the Dimension of the Configuration Space with Self Organizing Neural Networks
L Steffen, K Glueck, S Ulbrich, A Roennau, R Dillmann
2021 6th IEEE International Conference on Advanced Robotics and Mechatronics …, 2021
32021
Creating an obstacle memory through event-based stereo vision and robotic proprioception
L Steffen, B Hauck, J Kaiser, J Weinland, S Ulbrich, D Reichard, ...
2019 IEEE 15th International Conference on Automation Science and …, 2019
32019
Reactive Neural Path Planning with Dynamic Obstacle Avoidance in a Condensed Configuration Space
L Steffen, T Weyer, S Ulbrich, A Roennau, R Dillmann
arXiv preprint arXiv:2207.03959, 2022
22022
Adaptive, Neural Robot Control–Path Planning on 3D Spiking Neural Networks
L Steffen, A Liebert, S Ulbrich, A Roennau, R Dillmannn
International Conference on Artificial Neural Networks, 509-520, 2020
22020
Comparing SONN Types for Efficient Robot Motion Planning in the Configuration Space
L Steffen, T Weyer, K Glueck, S Ulbrich, A Roennau, R Dillmann
arXiv preprint arXiv:2203.09914, 2022
2022
A Benchmark Environment for Neuromorphic Stereo Vision
L Steffen, M Elfgen, S Ulbrich, A Roennau, R Dillmann
Frontiers in Robotics and AI 8, 647634, 2021
2021
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Articles 1–17