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20242026
most citedOn-chip Hyperspectral Image Segmentation with Fully Convolutional Networks for Scene Understanding in Autonomous Driving

35 citations · 93 across the 8 of their papers we have counts for

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cs.LG2025

Balancing Robustness and Efficiency in Embedded DNNs Through Activation Function Selection

Jon Gutiérrez-Zaballa, Koldo Basterretxea, Javier Echanobe

Machine learning-based embedded systems for safety-critical applications, such as aerospace and autonomous driving, must be robust to perturbations caused by soft errors. As transi…

cs.LG2024★ 2 cited

Designing DNNs for a trade-off between robustness and processing performance in embedded devices

Jon Gutiérrez-Zaballa, Koldo Basterretxea, Javier Echanobe

Machine learning-based embedded systems employed in safety-critical applications such as aerospace and autonomous driving need to be robust against perturbations produced by soft e…