Alessandro Capotondi

CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices

Alessandro Capotondi, Manuele Rusci, Marco Fariselli et al. · IEEE Transactions on Circuits & Systems II Express Briefs · 2020 · 132 citations · Full text

Computing, Computer Engineering, Computer Science +17

PULP: A parallel ultra low power platform for next generation IoT applications

Davide Rossi, Francesco Conti, Andrea Marongiu et al. · 2015 · 117 citations · Full text

Engineering, Computer Engineering, Computer Science +16

A TinyML Platform for On-Device Continual Learning With Quantized Latent Replays

Leonardo Ravaglia, Manuele Rusci, Davide Nadalini et al. · IEEE Journal on Emerging and Selected Topics in Circuits and Systems · 2021 · 86 citations · Full text

Computing, Computer Engineering, Computer Science +14

Robustifying the Deployment of tinyML Models for Autonomous Mini-Vehicles

Miguel de Prado, Manuele Rusci, Alessandro Capotondi et al. · Sensors · 2021 · 53 citations · Full text

Computing, Autonomous Systems, Computer Science +11

A Systematic Assessment of Embedded Neural Networks for Object Detection

Micaela Verucchi, Gianluca Brilli, Davide Sapienza et al. · 2020 · 46 citations · Full text

Engineering, Computer Engineering, Computer Science +17