Luca Mocerino

11 papers A 1C 1Journal 6Unranked 3
YearRankTypeTitle / Venue / Authors
2023 J jnl
Dynamic ConvNets on Tiny Devices via Nested Sparsity.
IEEE Internet Things J.
Matteo Grimaldi, Luca Mocerino, Antonio Cipolletta, Andrea Calimera
2022 J jnl
Dynamic ConvNets on Tiny Devices via Nested Sparsity.
CoRR
Matteo Grimaldi, Luca Mocerino, Antonio Cipolletta, Andrea Calimera
2021 C conf
AdapTTA: Adaptive Test-Time Augmentation for Reliable Embedded ConvNets.
VLSI-SoC
Luca Mocerino, Roberto Giorgio Rizzo, Valentino Peluso, Andrea Calimera, Enrico Macii
2021 J jnl
Adaptive Test-Time Augmentation for Low-Power CPU.
CoRR
Luca Mocerino, Roberto Giorgio Rizzo, Valentino Peluso, Andrea Calimera, Enrico Macii
2021 J jnl
Fast and Accurate Inference on Microcontrollers With Boosted Cooperative Convolutional Neural Networks (BC-Net).
IEEE Trans. Circuits Syst. I Regul. Pap.
Luca Mocerino, Andrea Calimera
2021 — conf
On the Efficiency of AdapTTA: An Adaptive Test-Time Augmentation Strategy for Reliable Embedded ConvNets.
VLSI-SoC (Selected Papers)
Luca Mocerino, Roberto Giorgio Rizzo, Valentino Peluso, Andrea Calimera, Enrico Macii
2020 — conf
TentacleNet: A Pseudo-Ensemble Template for Accurate Binary Convolutional Neural Networks.
AICAS
Luca Mocerino, Andrea Calimera
2019 — conf
CoopNet: Cooperative Convolutional Neural Network for Low-Power MCUs.
ICECS
Luca Mocerino, Andrea Calimera
2019 J jnl
CoopNet: Cooperative Convolutional Neural Network for Low-Power MCUs.
CoRR
Luca Mocerino, Andrea Calimera
2019 A conf
Energy-Efficient Convolutional Neural Networks via Recurrent Data Reuse.
DATE
Luca Mocerino, Valerio Tenace, Andrea Calimera
2019 J jnl
TentacleNet: A Pseudo-Ensemble Template for Accurate Binary Convolutional Neural Networks.
CoRR
Luca Mocerino, Andrea Calimera