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Edge AI in Nature: Insect-Inspired Neuromorphic Reflex Islands for Safety-Critical Edge Systems

Published in January 2026 by Pietro Perlo , Marco Dalmasso, Marco Biasiotto, Davide Penserini (I-FEVS) 

Highlights of the publication

  • A bio‑inspired control architecture separating fast Reflex Tier loops from slower Policy Tier decision pathways for safety‑critical Edge‑AI systems.
  • Neuromorphic Reflex Islands built with MRAM synapses and STNO reservoirs enabling instant‑on, low‑latency reflex computation.
  • A thermoregulation and DGC‑based framework maintaining stable efficiency across varying loads, outperforming conventional engine behaviors.
  • Demonstrated applications including an insect‑like IFEVS thruster and a solar cargo e‑bike with a neuromorphic safety shell.

Read the article here: https://doi.org/10.3390/sym18010175

Figure 1
A schematic diagram illustrating the tight sensor–compute–actuation loop in Drosophila
Figure 2
A schematic diagram illustrating reflex‑driven and policy‑based navigation pathways in the bee brain.