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Axel von Arnim

3 accepted papers

2026

SpikeClouds: Streaming Spike-Based Processing of LiDAR for Fast and Efficient Object Detection

ICRA 2026poster

LiDAR sensors are used to provide three-dimensional information about the environment in many robotics applications. The information, accumulated in 3D point clouds, is first acquired by the sensor and then processed further, which leads to high end-to-end latencies and large memory footprints. Stre…

Cited by 0SourceScholar
2025

SpikeClouds: Streaming Spike-Based Processing of LiDAR for Fast and Efficient Object Detection

RA-L 2025

LiDAR sensors are used to provide three-dimensional information about the environment in many robotics applications. The information, accumulated in 3D point clouds, is first acquired by the sensor and then processed further, which leads to high end-to-end latencies and large memory footprints. Stre

Cited by 1SourceScholar
2024

Neuromorphic force-control in an industrial task: validating energy and latency benefits

IROS 2024poster

As robots become smarter and more ubiquitous, optimizing the power consumption of intelligent compute becomes imperative towards ensuring the sustainability of technological advancements. Neuromorphic computing hardware makes use of biologically inspired neural architectures to achieve energy and la…

Cited by 0SourceScholar