Luca Mocerino

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 11

Top Topics

Ultra Low Power

Wireless Transmission

Convolutional Neural Networks

Top Venues

IEEE Trans. Circuits Syst. I Regul. Pap.

Publications

Matteo Grimaldi, Luca Mocerino, Antonio Cipolletta, Andrea Calimera
Dynamic ConvNets on Tiny Devices via Nested Sparsity. IEEE Internet Things J. 10 (6, March 15) (2023)
Matteo Grimaldi, Luca Mocerino, Antonio Cipolletta, Andrea Calimera
Dynamic ConvNets on Tiny Devices via Nested Sparsity. CoRR (2022)
Luca Mocerino, Roberto Giorgio Rizzo, Valentino Peluso, Andrea Calimera, Enrico Macii
Adaptive Test-Time Augmentation for Low-Power CPU. CoRR (2021)
Luca Mocerino, Roberto Giorgio Rizzo, Valentino Peluso, Andrea Calimera, Enrico Macii
On the Efficiency of AdapTTA: An Adaptive Test-Time Augmentation Strategy for Reliable Embedded ConvNets. VLSI-SoC (Selected Papers) (2021)
Luca Mocerino, Roberto Giorgio Rizzo, Valentino Peluso, Andrea Calimera, Enrico Macii
AdapTTA: Adaptive Test-Time Augmentation for Reliable Embedded ConvNets. VLSI-SoC (2021)
Luca Mocerino, Andrea Calimera
Fast and Accurate Inference on Microcontrollers With Boosted Cooperative Convolutional Neural Networks (BC-Net). IEEE Trans. Circuits Syst. I Regul. Pap. 68 (1) (2021)
Luca Mocerino, Andrea Calimera
TentacleNet: A Pseudo-Ensemble Template for Accurate Binary Convolutional Neural Networks. AICAS (2020)
Luca Mocerino, Andrea Calimera
TentacleNet: A Pseudo-Ensemble Template for Accurate Binary Convolutional Neural Networks. CoRR (2019)
Luca Mocerino, Andrea Calimera
CoopNet: Cooperative Convolutional Neural Network for Low-Power MCUs. ICECS (2019)
Luca Mocerino, Valerio Tenace, Andrea Calimera
Energy-Efficient Convolutional Neural Networks via Recurrent Data Reuse. DATE (2019)
Luca Mocerino, Andrea Calimera
CoopNet: Cooperative Convolutional Neural Network for Low-Power MCUs. CoRR (2019)