Finding the gap: neuromorphic motion-vision in dense environments

Schoepe T, Janotte E, Milde MB, Bertrand O, Egelhaaf M, Chicca E (2024)
Nature Communications 15(1): 817.

Zeitschriftenaufsatz | Veröffentlicht | Englisch
 
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Abstract / Bemerkung
Animals have evolved mechanisms to travel safely and efficiently within different habitats. On a journey in dense terrains animals avoid collisions and cross narrow passages while controlling an overall course. Multiple hypotheses target how animals solve challenges faced during such travel. Here we show that a single mechanism enables safe and efficient travel. We developed a robot inspired by insects. It has remarkable capabilities to travel in dense terrain, avoiding collisions, crossing gaps and selecting safe passages. These capabilities are accomplished by a neuromorphic network steering the robot toward regions of low apparent motion. Our system leverages knowledge about vision processing and obstacle avoidance in insects. Our results demonstrate how insects might safely travel through diverse habitats. We anticipate our system to be a working hypothesis to study insects' travels in dense terrains. Furthermore, it illustrates that we can design novel hardware systems by understanding the underlying mechanisms driving behaviour. © 2024. The Author(s).
Erscheinungsjahr
2024
Zeitschriftentitel
Nature Communications
Band
15
Ausgabe
1
Art.-Nr.
817
eISSN
2041-1723
Page URI
https://pub.uni-bielefeld.de/record/2986990

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Schoepe T, Janotte E, Milde MB, Bertrand O, Egelhaaf M, Chicca E. Finding the gap: neuromorphic motion-vision in dense environments. Nature Communications. 2024;15(1): 817.
Schoepe, T., Janotte, E., Milde, M. B., Bertrand, O., Egelhaaf, M., & Chicca, E. (2024). Finding the gap: neuromorphic motion-vision in dense environments. Nature Communications, 15(1), 817. https://doi.org/10.1038/s41467-024-45063-y
Schoepe, Thorben, Janotte, Ella, Milde, Moritz B, Bertrand, Olivier, Egelhaaf, Martin, and Chicca, Elisabetta. 2024. “Finding the gap: neuromorphic motion-vision in dense environments”. Nature Communications 15 (1): 817.
Schoepe, T., Janotte, E., Milde, M. B., Bertrand, O., Egelhaaf, M., and Chicca, E. (2024). Finding the gap: neuromorphic motion-vision in dense environments. Nature Communications 15:817.
Schoepe, T., et al., 2024. Finding the gap: neuromorphic motion-vision in dense environments. Nature Communications, 15(1): 817.
T. Schoepe, et al., “Finding the gap: neuromorphic motion-vision in dense environments”, Nature Communications, vol. 15, 2024, : 817.
Schoepe, T., Janotte, E., Milde, M.B., Bertrand, O., Egelhaaf, M., Chicca, E.: Finding the gap: neuromorphic motion-vision in dense environments. Nature Communications. 15, : 817 (2024).
Schoepe, Thorben, Janotte, Ella, Milde, Moritz B, Bertrand, Olivier, Egelhaaf, Martin, and Chicca, Elisabetta. “Finding the gap: neuromorphic motion-vision in dense environments”. Nature Communications 15.1 (2024): 817.
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