Conference
Jul 2026
Ultra-low-power Anomaly Detection at the Edge with Spiking Neural Networks
Deploying anomaly detection models on energy constrained industrial platforms is an open and pivotal challenge for manufacturing. This paper presents ALPS (Anomaly detection with Low Power Spiking neural networks), a lightweight neuro-morphic pipeline for acoustic fault classification in a reciprocating air compressor....
F. Aisa, Umberto Albertin, Mauro Martini et al.
· 2026 IEEE/ASME International... · 0 citations