Most recent publications

Mocerino, Luca; Rizzo, Roberto G.; Peluso, Valentino; Calimera, Andrea; Macii, Enrico (2021)
AdapTTA: Adaptive Test-Time Augmentation for Reliable Embedded ConvNets. In: International Conference on Very Large Scale Integration (VLSI-SoC), 4-7 Oct. 2021, pp. 1-6. ISBN: 978-1-6654-2614-5
Mocerino, L.; Calimera, A. (2021)
Axp: A hw-sw co-design pipeline for energy-efficient approximated convnets via associative matching. In: APPLIED SCIENCES, vol. 11. ISSN 2076-3417
Mocerino, L.; Calimera, A. (2021)
Fast and Accurate Inference on Microcontrollers with Boosted Cooperative Convolutional Neural Networks (BC-Net). In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS, vol. 68, pp. 77-88. ISSN 1549-8328
Mocerino, Luca; Calimera, Andrea (2020)
TentacleNet: A Pseudo-Ensemble Template for Accurate Binary Convolutional Neural Networks. In: IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS), pp. 261-265. ISBN: 978-1-7281-4922-6
Mocerino, L.; Calimera, A. (2019)
CoopNet: Cooperative convolutional neural network for low-power MCUs. In: 26th IEEE International Conference on Electronics, Circuits and Systems, ICECS 2019, ita, 2019, pp. 414-417. ISBN: 978-1-7281-0996-1
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