TCN Mapping Optimization for Ultra-Low Power Time-Series Edge Inference. - Alessio Burrello; Alberto Dequino; Daniele Jahier Pagliari; Francesco Conti 001; Marcello Zanghieri; Enrico Macii; Luca Benini; Massimo Poncino (ISLPED, 2021)

ViT-LR: Pushing the Envelope for Transformer-Based on-Device Embedded Continual Learning. - Alberto Dequino; Francesco Conti 001; Luca Benini (IGSC, 2022)

Compressed Latent Replays for Lightweight Continual Learning on Spiking Neural Networks. - Alberto Dequino; Alessio Carpegna; Davide Nadalini; Alessandro Savino; Luca Benini; Stefano Di Carlo; Francesco Conti 001 (ISVLSI, 2024)