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20212026
most citedLightweight Neural Architecture Search for Temporal Convolutional Networks at the Edge

48 citations · 110 across the 15 of their papers we have counts for

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cs.AR2026

Adaptive AI: Energy Efficient Multi-exit TinyML on Intelligent Vision Systems at the Edge

Luca Crupi, Lorenzo Lamberti, Alessandro Giusti +1

Traditional TinyML systems for edge devices achieve high accuracy by relying on fixed-depth models that require a constant number of multiply-accumulate (MAC) operations regardless…

cs.AR2024

Circuits and Systems for Embodied AI: Exploring uJ Multi-Modal Perception for Nano-UAVs on the Kraken Shield

Viviane Potocnik, Alfio Di Mauro, Lorenzo Lamberti +4

Embodied artificial intelligence (AI) requires pushing complex multi-modal models to the extreme edge for time-constrained tasks such as autonomous navigation of robots and vehicle…