Luca Mocerino

According to our database, Luca Mocerino authored at least 8 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Dynamic ConvNets on Tiny Devices via Nested Sparsity.

Matteo Grimaldi, Luca Mocerino, Antonio Cipolletta, Andrea Calimera

IEEE Internet Things J., 2023

2021

Fast and Accurate Inference on Microcontrollers With Boosted Cooperative Convolutional Neural Networks (BC-Net).

Luca Mocerino, Andrea Calimera

IEEE Trans. Circuits Syst. I Regul. Pap., 2021

Adaptive Test-Time Augmentation for Low-Power CPU.

Luca Mocerino, Roberto Giorgio Rizzo, Valentino Peluso, Andrea Calimera, Enrico Macii

CoRR, 2021

On the Efficiency of AdapTTA: An Adaptive Test-Time Augmentation Strategy for Reliable Embedded ConvNets.

Luca Mocerino, Roberto Giorgio Rizzo, Valentino Peluso, Andrea Calimera, Enrico Macii

Proceedings of the VLSI-SoC: Technology Advancement on SoC Design, 2021

AdapTTA: Adaptive Test-Time Augmentation for Reliable Embedded ConvNets.

Luca Mocerino, Roberto Giorgio Rizzo, Valentino Peluso, Andrea Calimera, Enrico Macii

Proceedings of the 29th IFIP/IEEE International Conference on Very Large Scale Integration, 2021

2020

TentacleNet: A Pseudo-Ensemble Template for Accurate Binary Convolutional Neural Networks.

Luca Mocerino, Andrea Calimera

Proceedings of the 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2020

2019

CoopNet: Cooperative Convolutional Neural Network for Low-Power MCUs.

Luca Mocerino, Andrea Calimera

Proceedings of the 26th IEEE International Conference on Electronics, Circuits and Systems, 2019

Energy-Efficient Convolutional Neural Networks via Recurrent Data Reuse.

Luca Mocerino, Valerio Tenace, Andrea Calimera

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019